{"id":"W4388382999","doi":"10.4000/interventionseconomiques.22738","title":"Gérer des personnes dans la complexité : un changement de paradigme","year":2023,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008366167,0.0002142761,0.0002295616,0.00009966792,0.000866413,0.0004351263,0.0004256823,0.0001165692,0.002816959],"category_scores_gemma":[0.00005954471,0.00021522,0.000568765,0.0004651531,0.001483727,0.0004615429,0.0002369584,0.0001202623,0.001948275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167542,"about_ca_system_score_gemma":0.0000418021,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025897,"about_ca_topic_score_gemma":0.01542388,"domain_scores_codex":[0.998153,0.0003953356,0.000375826,0.0003311947,0.000108024,0.0006366349],"domain_scores_gemma":[0.9993462,0.00008521399,0.0001292859,0.0001836112,0.00008123308,0.0001744441],"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":[0.00001188213,0.0003227408,0.005733205,0.0003997432,0.0003891331,0.00006270807,0.05419388,0.00009923428,0.00005594549,0.8320644,0.03666512,0.07000202],"study_design_scores_gemma":[0.0003155124,0.0002081152,0.03314218,0.0009457606,0.0001677182,0.000009918111,0.1056661,0.0007388872,0.0001332871,0.1448443,0.7134383,0.000389896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8722856,0.003601085,0.0005782602,0.01410656,0.0009997501,0.0003957794,0.0001252867,0.0003735141,0.1075342],"genre_scores_gemma":[0.8972874,0.002417721,0.00081728,0.0002509246,0.0004354894,0.0001763185,0.00003553032,0.00001878792,0.09856049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6872201,"threshold_uncertainty_score":0.9988288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182492226457636,"score_gpt":0.3628926225204402,"score_spread":0.2446433998746767,"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."}}