{"id":"W4389916801","doi":"10.1522/radm.no7.1655","title":"recherche-intervention comme catalyseur de compétences collaboratives : un changement organisationnel qui influence la gestion des grands projets d’infrastructures publiques","year":2023,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01367571,0.0004874885,0.0005485256,0.0005582147,0.002474333,0.000190413,0.0006320041,0.001012202,0.0008201825],"category_scores_gemma":[0.004738961,0.0004910122,0.0001648177,0.001948795,0.0009243286,0.0008388585,0.0002726139,0.002387746,0.000347022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675579,"about_ca_system_score_gemma":0.00379866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02701315,"about_ca_topic_score_gemma":0.02664646,"domain_scores_codex":[0.9819123,0.01376449,0.001138634,0.000681747,0.0007648143,0.001738071],"domain_scores_gemma":[0.9937539,0.003640608,0.0005003385,0.0004683285,0.0009509607,0.0006858295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00157801,0.00113912,0.2199547,0.01060433,0.0003780441,0.0001228157,0.428576,0.0006045492,0.002860507,0.01940065,0.02127898,0.2935024],"study_design_scores_gemma":[0.001749754,0.000589876,0.8992888,0.001929604,0.00007974674,0.00002745405,0.01382813,0.003471102,0.000575273,0.07453788,0.003508794,0.0004135585],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415199,0.004995905,0.004303362,0.04215015,0.0007402074,0.002651172,0.0006480586,0.0004189872,0.002572285],"genre_scores_gemma":[0.9805634,0.004434826,0.008613643,0.000982222,0.0003804157,0.0007805398,0.0008225956,0.00008746591,0.00333487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6793342,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584273346514866,"score_gpt":0.4587786935569223,"score_spread":0.3003513589054357,"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."}}