{"id":"W4412033862","doi":"10.4000/12w78","title":"Avis d’expulsion","year":2024,"lang":"fr","type":"article","venue":"Emulations - Revue de sciences sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002546071,0.0002324412,0.0002602997,0.0001562086,0.003241351,0.0009899582,0.0007631888,0.0003243384,0.001698692],"category_scores_gemma":[0.0005041449,0.0002465936,0.0003125259,0.004668189,0.006666952,0.001463356,0.00010288,0.0003222664,0.0008134608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215348,"about_ca_system_score_gemma":0.004029002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03413338,"about_ca_topic_score_gemma":0.01432849,"domain_scores_codex":[0.9965758,0.0004825838,0.0004130102,0.0007013711,0.00085425,0.0009729486],"domain_scores_gemma":[0.9985645,0.0007319755,0.000159299,0.0001699698,0.000109641,0.0002646286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001030902,0.00004830399,0.004090737,0.00005680622,0.00001530457,0.00001671431,0.02921298,0.0006949456,0.00004968784,0.8995935,0.02631271,0.03990733],"study_design_scores_gemma":[0.00007056204,0.00007113041,0.01171289,0.0005322563,0.00006595433,0.00001024777,0.009272804,0.01367958,0.00001310435,0.1932064,0.7709283,0.0004367014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2157215,0.06394487,0.004146681,0.3278182,0.02218994,0.0006590486,0.0002079991,0.0005511384,0.3647606],"genre_scores_gemma":[0.8816878,0.001890518,0.002443302,0.0003203691,0.004688613,0.00001901083,0.000004891174,0.00001923331,0.1089263],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7446156,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600504203778604,"score_gpt":0.4093866204872295,"score_spread":0.2493362001093691,"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."}}