{"id":"W4248376689","doi":"10.3917/riges.424.0113","title":"Diagnostic","year":2017,"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":"HEC Montréal; Université de Montréal","funders":"","keywords":"Humanities; Geography; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216199,0.001587327,0.001175139,0.004267189,0.002131311,0.002790969,0.002836233,0.004177348,0.0398142],"category_scores_gemma":[0.01392847,0.0004190693,0.001163451,0.001333648,0.001571052,0.003748568,0.002545851,0.004020925,0.01284376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002485686,"about_ca_system_score_gemma":0.003891359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039178,"about_ca_topic_score_gemma":0.006110496,"domain_scores_codex":[0.9973764,0.0005343356,0.0002730072,0.0005392408,0.0007684441,0.0005085253],"domain_scores_gemma":[0.9954099,0.0009150257,0.0005929299,0.0004640099,0.001878181,0.0007398629],"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":[0.001144396,0.0006112368,0.1735641,0.002132312,0.000191776,0.1174783,0.003427743,0.001265483,0.01088334,0.0560872,0.3185962,0.314618],"study_design_scores_gemma":[0.0001344926,0.0005524554,0.03760382,0.008352084,0.0002711774,0.335319,0.008875237,0.005350893,0.01135002,0.06230999,0.5296094,0.0002714211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1704711,0.08612426,0.1301105,0.1754258,0.02673776,0.003129028,0.01202781,0.002579597,0.3933942],"genre_scores_gemma":[0.6983513,0.03709161,0.08054452,0.04283,0.009271378,0.0009783388,0.01310708,0.0007964818,0.1170292],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0398142,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473978682020572,"score_gpt":0.3479182231553251,"score_spread":0.2931784363351193,"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."}}