{"id":"W4412020197","doi":"10.3917/riges.502.0025","title":"L’humain avant tout","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":"Political science; Art","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":[0.004202439,0.002225496,0.001062021,0.003011184,0.0121278,0.009098385,0.001004049,0.00737298,0.03907339],"category_scores_gemma":[0.009323547,0.0004734464,0.001331144,0.002053481,0.01027043,0.005462791,0.002666961,0.008412071,0.004553173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01643742,"about_ca_system_score_gemma":0.006815348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2170136,"about_ca_topic_score_gemma":0.1518698,"domain_scores_codex":[0.9932517,0.004440554,0.00009728427,0.0005511913,0.001015619,0.0006435205],"domain_scores_gemma":[0.9945796,0.003256098,0.000401624,0.0003619016,0.0007644735,0.0006364115],"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":[0.0001858926,0.0001232276,0.002963011,0.0003021374,0.0001083319,0.001245904,0.01916773,0.0004981104,0.0007649465,0.830819,0.08521079,0.05861095],"study_design_scores_gemma":[0.00003598269,0.00004938178,0.01208552,0.0002609151,0.00001337647,0.00106805,0.008912804,0.000316203,0.0005556542,0.01805724,0.9585874,0.00005749042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08601234,0.08097956,0.0104055,0.2060554,0.009921154,0.00006459482,0.0005725222,0.0006702191,0.6053188],"genre_scores_gemma":[0.6085296,0.01508403,0.003086715,0.01079529,0.006166488,0.0001104818,0.0001813507,0.0003727389,0.3556733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2170136,"threshold_uncertainty_score":0.4315008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227512021451327,"score_gpt":0.2780545446644679,"score_spread":0.2457794244499546,"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."}}