{"id":"W4233827329","doi":"10.1017/amp.2017.65","title":"Remarks by Maxwell Chibundu","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ASIL Annual Meeting","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Quarter (Canadian coin); Morning; Media studies; Sociology; Psychology; History; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118423,0.0001213589,0.000211271,0.00002090531,0.000399257,0.00006424719,0.0004431565,0.00005083053,0.0000191237],"category_scores_gemma":[0.0004929893,0.00007990361,0.0001274716,0.0000449745,0.0001113191,0.0002483064,0.0003980192,0.0002133147,0.00000407499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002940265,"about_ca_system_score_gemma":0.00001518345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002440906,"about_ca_topic_score_gemma":0.00000166527,"domain_scores_codex":[0.999096,0.000003022609,0.0002124775,0.0001846205,0.0002835866,0.0002203329],"domain_scores_gemma":[0.999168,0.00001995277,0.0003377111,0.0002143095,0.0001793668,0.00008059266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004583604,0.0002930531,0.4825331,0.0005573102,0.0001443013,0.000006106924,0.001569153,3.067706e-7,0.2671462,0.0008262941,0.2343808,0.01208507],"study_design_scores_gemma":[0.003652958,0.0008104931,0.2012333,0.002809205,0.0005522328,0.0003352224,0.005080216,0.000148927,0.6076571,0.001033914,0.1760257,0.0006606205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856072,0.0002162724,4.136727e-7,0.01230754,0.0001438348,0.0001716123,0.00001636913,0.00002563826,0.1015111],"genre_scores_gemma":[0.9959769,0.00002464444,0.0004085579,0.0008016721,0.0002371033,0.00000631634,0.000002805597,0.00001878304,0.002523262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.340511,"threshold_uncertainty_score":0.3258375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008474887169016426,"score_gpt":0.2532992288574465,"score_spread":0.2448243416884301,"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."}}