{"id":"W4399005474","doi":"10.7910/dvn/qtoiqf/v4rrsw","title":"main.R","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.00367698,0.00432329,0.00371707,0.004418179,0.001611113,0.006434467,0.005416095,0.00189285,0.4966054],"category_scores_gemma":[0.02312533,0.002294583,0.00292538,0.005861389,0.001113923,0.003935585,0.004286268,0.002870612,0.6058373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324828,"about_ca_system_score_gemma":0.00273429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009766891,"about_ca_topic_score_gemma":0.01417095,"domain_scores_codex":[0.9976518,0.0004627758,0.0002298809,0.0009995572,0.0003668526,0.0002891713],"domain_scores_gemma":[0.9910698,0.003238038,0.000395444,0.003230387,0.001473065,0.0005932642],"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":[0.00007965269,0.00001098676,0.0002487278,0.00053472,0.00006273621,0.00001070672,0.00002384609,0.0001093196,0.000148766,0.0003286616,0.9968028,0.001639055],"study_design_scores_gemma":[0.0006372866,0.0000414948,0.001566951,0.0003424035,0.0001047897,0.00006271356,0.0000701578,0.0005644926,0.001524304,0.006704222,0.9882936,0.00008760606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009287425,0.00005861127,0.0007177817,0.0001166292,0.00007673296,0.00004218773,0.9855415,0.01181663,0.001536967],"genre_scores_gemma":[0.0008532423,0.00009578387,0.002334072,0.0002310553,0.00005530893,0.0004927716,0.9769747,0.01546583,0.003497234],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5033946,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546163293845173,"score_gpt":0.2642064133873844,"score_spread":0.2387447804489327,"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."}}