{"id":"W3112420479","doi":"10.1503/cmaj.202273","title":"Are we going to talk about it?","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Staring; Transparency (behavior); Face (sociological concept); Internet privacy; Computer science; Media studies; Aesthetics; Computer security; Art; Sociology; Communication; Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002118123,0.0000626579,0.0001098659,0.00007420997,0.0007447114,0.0002700727,0.0002964831,0.0002098554,0.01151127],"category_scores_gemma":[0.01663469,0.00006514892,0.00005514316,0.0003821494,0.00003448498,0.0002884155,0.00000751999,0.0006831246,0.001216806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007375698,"about_ca_system_score_gemma":0.0048057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004400957,"about_ca_topic_score_gemma":0.26378,"domain_scores_codex":[0.9974612,0.0003831195,0.0002237269,0.000115571,0.001402913,0.0004134889],"domain_scores_gemma":[0.9953162,0.0005101436,0.0002582606,0.00003444558,0.0002905953,0.003590373],"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":[0.000003042283,0.000007829361,0.0274926,0.000003815976,0.00002847,0.00009570101,0.02632992,0.000004187942,0.000001517272,0.001783879,0.9320983,0.01215068],"study_design_scores_gemma":[0.00008613961,0.000009869224,0.005733177,0.00004886097,0.000007103844,0.000006670352,0.03142983,0.00001038312,0.000001118102,0.0001726279,0.9624131,0.00008106052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008580891,0.0002399126,0.00004414291,0.9440654,0.0009769382,0.00005988259,0.000008797139,0.00001515687,0.04600891],"genre_scores_gemma":[0.6340069,0.0004203078,0.000199387,0.3503662,0.01075006,0.000004805036,0.000002281476,0.0000116035,0.004238438],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.625426,"threshold_uncertainty_score":0.9995608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913534240070197,"score_gpt":0.3509007992861944,"score_spread":0.2817654568854925,"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."}}