{"id":"W4384151985","doi":"10.7202/1098404ar","title":"Honteux, désarmés, décidés !","year":2023,"lang":"fr","type":"article","venue":"Sens public","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007265388,0.0003663235,0.0005943762,0.0005091941,0.001437824,0.0001656751,0.0003876186,0.001148871,0.006861918],"category_scores_gemma":[0.004514742,0.0003610804,0.00017237,0.00218261,0.0001602689,0.0009318001,0.0003273623,0.002302356,0.0710801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254127,"about_ca_system_score_gemma":0.002080876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005004572,"about_ca_topic_score_gemma":0.0041184,"domain_scores_codex":[0.9886175,0.0066047,0.001135366,0.0006675704,0.0006388352,0.002336036],"domain_scores_gemma":[0.9933087,0.003588607,0.0005316788,0.000973732,0.0005612638,0.001035967],"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":[0.00001367346,0.00007529381,0.006503808,0.001575487,0.00009056209,0.000199431,0.01005103,0.00000160285,0.00004354921,0.03791557,0.8370291,0.1065009],"study_design_scores_gemma":[0.0004887385,0.0001077943,0.01145397,0.0004697462,0.00002675265,0.00003225958,0.01504151,0.0004013351,0.000003823197,0.001054013,0.9705811,0.0003389191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06107966,0.01283675,0.00005781475,0.7433124,0.0327304,0.001408406,0.0003803534,0.0009982124,0.147196],"genre_scores_gemma":[0.5474152,0.002526469,0.0002496488,0.005204535,0.007148086,0.00008309064,0.0001599918,0.0001215431,0.4370914],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7381079,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998976579184861,"score_gpt":0.510878886953711,"score_spread":0.2109812290352249,"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."}}