{"id":"W3140156607","doi":"10.29173/iasl7782","title":"IASL Conferences","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Medical education; Face (sociological concept); Sample (material); Psychology; Medicine; Political science; Sociology; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002924206,0.0003705388,0.0003057331,0.003022551,0.003698695,0.005685575,0.001365818,0.001069935,0.2202154],"category_scores_gemma":[0.007719228,0.0002684327,0.0004706054,0.003586607,0.0005262699,0.00180424,0.004176868,0.001228455,0.08209448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002445098,"about_ca_system_score_gemma":0.003561783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002969813,"about_ca_topic_score_gemma":0.008188808,"domain_scores_codex":[0.9974135,0.0007109613,0.0002147551,0.0002501936,0.0007704381,0.0006402513],"domain_scores_gemma":[0.9865476,0.001581758,0.00141704,0.0008822522,0.002893687,0.006677679],"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":[0.0004020061,0.0002537381,0.02666117,0.001035367,0.00003251892,0.0006847546,0.004044864,0.0001631961,0.001757964,0.00639337,0.6861082,0.272463],"study_design_scores_gemma":[0.00001401433,0.000105974,0.02689202,0.000252574,0.000008047924,0.0005346626,0.005919297,0.000067291,0.0003408911,0.0005800733,0.9652672,0.00001807874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08038522,0.006603927,0.001639251,0.01555788,0.004046565,0.000468149,0.004641483,0.002448031,0.8842095],"genre_scores_gemma":[0.3114881,0.004811656,0.004222508,0.005193165,0.00293834,0.0003569324,0.008052514,0.0006563689,0.6622804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2202154,"threshold_uncertainty_score":0.7366939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03836582965916183,"score_gpt":0.3048222530642691,"score_spread":0.2664564234051072,"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."}}