{"id":"W4393051937","doi":"10.3917/riges.484.0019","title":"Joseph Heath","year":2024,"lang":"fr","type":"article","venue":"Gestion","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002330846,0.0003973513,0.0003907674,0.001200523,0.003557905,0.005097131,0.0005702592,0.002258192,0.03922515],"category_scores_gemma":[0.009034399,0.0003103841,0.0001856717,0.001031545,0.002753095,0.004042739,0.002286562,0.005292119,0.01642547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004440485,"about_ca_system_score_gemma":0.006725996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504732,"about_ca_topic_score_gemma":0.01945331,"domain_scores_codex":[0.9973451,0.0005127479,0.00009461404,0.0005341148,0.001297904,0.0002154],"domain_scores_gemma":[0.9954314,0.001214849,0.0002172961,0.0003547105,0.001747717,0.001034024],"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":[0.00002491662,0.00001610949,0.0003895263,0.00007135087,0.000005642626,0.00009234263,0.0006350852,0.00005840819,0.0001841823,0.05041367,0.870137,0.0779717],"study_design_scores_gemma":[0.000002067428,0.000004420009,0.0002388772,0.00009000129,0.000001343478,0.00007299447,0.0001843646,0.00003252318,0.0001362181,0.004339732,0.9948897,0.000007708992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003625587,0.1100544,0.005687285,0.4581715,0.04831687,0.00008602256,0.0004766944,0.000537322,0.3730443],"genre_scores_gemma":[0.03913659,0.05496353,0.00321614,0.06310127,0.007755683,0.00006482403,0.0002079574,0.0003470101,0.831207],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03922515,"threshold_uncertainty_score":0.1312212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02600110928521882,"score_gpt":0.3119501973430528,"score_spread":0.285949088057834,"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."}}