{"id":"W4252056602","doi":"10.3917/riges.451.0113","title":"Diagnostic","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Ecological succession; Geography; Biology; Art; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002542307,0.001486464,0.001071905,0.004113872,0.00203209,0.003024821,0.002510073,0.004314018,0.05092856],"category_scores_gemma":[0.01541246,0.000395254,0.001117994,0.001495224,0.00154078,0.003645388,0.002474107,0.004298526,0.01635132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002426364,"about_ca_system_score_gemma":0.004038298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01087327,"about_ca_topic_score_gemma":0.006986619,"domain_scores_codex":[0.9969958,0.0006279275,0.0003385719,0.0006009563,0.0009145313,0.0005221579],"domain_scores_gemma":[0.9946543,0.001097278,0.0006595479,0.0005494891,0.002276778,0.0007625634],"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":[0.0009945016,0.0005583516,0.1431794,0.002116616,0.0001866053,0.06995881,0.002716085,0.001099504,0.01045312,0.04633146,0.412287,0.3101185],"study_design_scores_gemma":[0.000148925,0.0004727303,0.03414075,0.007871699,0.0002434333,0.2011288,0.006548355,0.004390799,0.01027751,0.04778564,0.686742,0.0002493385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1243041,0.0976466,0.1269886,0.1965769,0.03363016,0.003282703,0.01466431,0.002792932,0.4001137],"genre_scores_gemma":[0.6146927,0.04736347,0.09027018,0.06148946,0.01342967,0.001382764,0.01879845,0.001076888,0.1514964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05092856,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05345693522727043,"score_gpt":0.3148395319796793,"score_spread":0.2613825967524089,"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."}}