5 sections show the reviewed English text because a ଓଡ଼ିଆ translation was not available for it.
All learning paths Learn See Try Make ଗତି ପାଇଁ ସଠିକତାକୁ ବଦଳାଇବେ ନାହିଁ What this lesson is about କେବେ ଫ୍ଲାଗ୍ କରିବେ, କେବେ ଛାଡ଼ିବେ, ଏବଂ କେବେ ଏକ ଅନୁମାନ ପ୍ରକଳ୍ପ ପାଇଁ ଅଧୂରା ଆଇଟମ୍ ଠାରୁ ଅଧିକ ଖର୍ଚ୍ଚ ହୁଏ ତାହା ନିର୍ଣ୍ଣୟ କରନ୍ତୁ।
ଆପଣ ଏକ ବିକ୍ରେତା ପାଇଁ ପ୍ରୋଡକ୍ଟ ଫଟୋଗୁଡିକୁ ଲେବଲ୍ କରୁଛନ୍ତି। ଗୋଟିଏ ଫଟୋ ଦୁଇଟି ଆଇଟମ୍ ମଧ୍ୟରୁ କୌଣସି ଗୋଟିଏ ହୋଇପାରେ। ବ୍ୟାଚ୍ ଆଜି ରାତିରେ ବନ୍ଦ ହେବ। ଆପଣ କ’ଣ କରିବେ?
A ଦୁଇଟିରୁ ଯାହା ଅଧିକ ସମ୍ଭାବ୍ୟ ତାହା ଚୟନ କରନ୍ତୁ, କାରଣ ଗୋଟିଏ ଲେବଲ୍ ବିକ୍ରେତାଙ୍କର ତାଲିକାକୁ ପରିବର୍ତ୍ତନ କରିବ ନାହିଁ। B ସମ୍ପୂର୍ଣ୍ଣ ବ୍ୟାଚ୍ ରୋକିଦିଅନ୍ତୁ ଏବଂ କାହାରୋ ଫଟୋ ନିଷ୍ପତ୍ତି ହେବା ପର୍ଯ୍ୟନ୍ତ କିଛି ଦାଖଲ କରନ୍ତୁ ନାହିଁ। C ଅସ୍ପଷ୍ଟ ଆଇଟମ୍ କୁ ଫ୍ଲାଗ୍ କରନ୍ତୁ; ଗଣନା ଚାଲୁ ରଖିବା ପାଇଁ କେବେ ଅନୁମାନ ଲଗାନ୍ତୁ ନାହିଁ।
Check my recall Why this matters A flagged item is honest, finished work. A guessed one looks finished and is trusted later by people with no reason to check it. Pace has a number, and here is one worked. A listing on the Work list, read on 13 Sep 2026, asked for four hours a day. Take a batch of 240 audio lines on such a day. A careful worker holds about sixty lines an hour for three hours, marking the unclear ones. In the fourth hour the count climbs to eighty and the marks stop. A check of that hour finds twice the errors of the first three. Re-reads pay the same way: a second listen catches most of what the first missed. A third catches almost nothing and costs the same minute. Two passes, then mark it, is the pace.
କେବେ ଫ୍ଲାଗ୍ କରିବେ, କେବେ ଛାଡ଼ିବେ, ଏବଂ କେବେ ଧୀରେ ଚାଲିବା ସଠିକ୍ ବିକଳ୍ପ ତାହା ନିର୍ଣ୍ଣୟ କରନ୍ତୁ।
A flagged item is honest, finished work. A guessed one looks finished and is trusted later by people with no reason to check it. Pace has a number, and here is one worked. A listing on the Work list, read on 13 Sep 2026, asked for four hours a day. Take a batch of 240 audio lines on such a day. A careful worker holds about sixty lines an hour for three hours, marking the unclear ones. In the fourth hour the count climbs to eighty and the marks stop. A check of that hour finds twice the errors of the first three. Re-reads pay the same way: a second listen catches most of what the first missed. A third catches almost nothing and costs the same minute. Two passes, then mark it, is the pace.
ଅସ୍ପଷ୍ଟ ଆଇଟମ୍ କୁ ଫ୍ଲାଗ୍ କରନ୍ତୁ; ଗଣନା ଚାଲୁ ରଖିବା ପାଇଁ କେବେ ଅନୁମାନ ଲଗାନ୍ତୁ ନାହିଁ। ଗତି କମ ପୁନଃପଢ଼ାରୁ ଆସେ, କମ ଯାଞ୍ଚରୁ ନୁହେଁ। ବ୍ୟାଚ୍ ଦାଖଲ କରିବା ସମୟରେ ପ୍ରକଳ୍ପକୁ ଆପଣ କ'ଣ ଫ୍ଲାଗ୍ କରିଛନ୍ତି ତାହା କୁହନ୍ତୁ। Task The last hour of a 240-line transcription batch, and a handful of lines are genuinely inaudible.
Weak approach Held sixty lines an hour for three hours with the unclear marker in use, which is real work. Pushes to eighty in the last hour to close the batch, and the marker stops appearing. Fills the inaudible lines with the most likely words so the file has no gaps. Nothing at hand-in says which lines were heard and which were supplied.
Stronger approach Keeps the same sixty lines an hour in the last hour, and lets the batch run short if it must. Marks each inaudible line with the project's unclear marker after a second listen, and never a third. Reports the marked lines and the count finished at hand-in.
Why the stronger approach works A file with honest gaps can be repaired. A file with invented words looks finished and cannot be trusted anywhere. The twenty extra lines in the last hour cost more to re-check than they earned.
Try a changed situation ଆପଣ ବର୍ତ୍ତମାନ କାଗଜ ଫର୍ମରୁ ନାମ ରେଜିଷ୍ଟରରେ ଭର୍ତ୍ତି କରୁଛନ୍ତି ଯେଉଁଠାରେ କାର୍ଯ୍ୟାଳୟ ବନ୍ଦ ହେବାକୁ ଯାଉଛି। କେଉଁ ନିୟମ ଏଠାରେ ଏବେ ମଧ୍ୟ ପ୍ରୟୋଗ ହୁଏ?
Make something yourself ସମୟ ଚାପ ଥିବା ବ୍ୟାଚ୍ ପାଇଁ ଆପଣଙ୍କର ନିଜସ୍ୱ କାର୍ଯ୍ୟ ନିୟମ ଲେଖନ୍ତୁ। କ'ଣ ଫ୍ଲାଗ୍ କରିବେ, କ'ଣ ଛାଡ଼ିବେ, ଏବଂ କେବେ ଧୀରେ ହେବେ। ବ୍ୟାଚ୍ ଦାଖଲ କରିବା ସମୟରେ ପ୍ରକଳ୍ପକୁ କ'ଣ କୁହିବେ।
Read the primary or official source: Gebru et al., Datasheets for Datasets (arXiv)