{"id":"W6887687417","doi":"10.17605/osf.io/9jdwn","title":"IRB","year":2017,"lang":"en","type":"article","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Government (linguistics); Identification (biology); Work (physics); Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006264967,0.001099676,0.001142361,0.004839816,0.002791657,0.01110639,0.002991057,0.003961839,0.6482066],"category_scores_gemma":[0.01986782,0.0007044959,0.001184029,0.002959346,0.001853291,0.005540157,0.006113445,0.004722168,0.6245122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883617,"about_ca_system_score_gemma":0.007995333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006186977,"about_ca_topic_score_gemma":0.006772471,"domain_scores_codex":[0.9942714,0.0009054156,0.0002361607,0.0009189671,0.002920361,0.0007477608],"domain_scores_gemma":[0.9895325,0.001406958,0.0003897,0.00336771,0.003534975,0.001768142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006588329,0.00006529302,0.0001943279,0.000173508,0.00001028691,0.00003746782,0.0001217134,0.0000750773,0.0005916874,0.07806374,0.8296887,0.0909123],"study_design_scores_gemma":[0.000007424753,0.000005545773,0.0001412343,0.00006504174,0.00000302393,0.00002498666,0.00003611422,0.00007974084,0.0001870319,0.008561096,0.9908816,0.000007110111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003586488,0.0005826297,0.006754251,0.004316753,0.001681435,0.0001497445,0.006294418,0.006555365,0.9733068],"genre_scores_gemma":[0.007564227,0.0008024959,0.007732741,0.003275362,0.0006773785,0.0003350939,0.01300197,0.005837781,0.960773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3517934,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08281345186647933,"score_gpt":0.4476885012058374,"score_spread":0.3648750493393581,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}