{"id":"W4408809916","doi":"10.3917/riges.501.0014","title":"Donner au suivant","year":2025,"lang":"fr","type":"article","venue":"Gestion","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.004324591,0.003315009,0.002196739,0.002969555,0.007949568,0.01133772,0.002028679,0.00932718,0.08043935],"category_scores_gemma":[0.02300111,0.0007988,0.004434588,0.001996074,0.005257652,0.006616364,0.003845369,0.01331029,0.02472105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011271,"about_ca_system_score_gemma":0.00567946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09821373,"about_ca_topic_score_gemma":0.043214,"domain_scores_codex":[0.9881626,0.005465628,0.0006591441,0.001826058,0.003082814,0.0008038144],"domain_scores_gemma":[0.9935918,0.002722402,0.0005684912,0.0006940964,0.001858441,0.0005646495],"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":[0.0006832093,0.0001923563,0.002286622,0.0007753538,0.0003545482,0.003396204,0.006829262,0.0006999045,0.0034921,0.472615,0.4057058,0.1029696],"study_design_scores_gemma":[0.0001574298,0.00006374738,0.003295281,0.0004125372,0.00004766665,0.001824038,0.002127253,0.0004348203,0.002049749,0.01530501,0.9741763,0.0001061349],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03076561,0.04689711,0.02792696,0.351847,0.1366694,0.0006603694,0.003759183,0.003242069,0.3982323],"genre_scores_gemma":[0.1793276,0.02064042,0.01464386,0.0337632,0.03192504,0.001898621,0.001583372,0.001225488,0.7149924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09821373,"threshold_uncertainty_score":0.2690964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03275765591714472,"score_gpt":0.2766184395305089,"score_spread":0.2438607836133641,"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."}}