{"id":"W3185359027","doi":"10.4000/communicationorganisation.9660","title":"LEHMANN, Valérie et COLOMB, Valérie (dir.), 2020. L’innovation collective. Quand créer avec devient essentiel","year":2021,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec; Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001578364,0.0009538638,0.0004106939,0.001233663,0.002986209,0.006121023,0.0006540795,0.004987489,0.02500903],"category_scores_gemma":[0.003030787,0.0005570955,0.000309443,0.002214732,0.002428418,0.006355649,0.001985446,0.004470043,0.009208348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009479537,"about_ca_system_score_gemma":0.006345939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1092827,"about_ca_topic_score_gemma":0.169351,"domain_scores_codex":[0.9984793,0.0004458626,0.0001192302,0.0002932536,0.0004426161,0.0002196641],"domain_scores_gemma":[0.9990151,0.0003084148,0.000157505,0.00006026299,0.000267949,0.0001907185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002649942,0.000005952992,0.0003477546,0.000215608,0.000006369378,0.00007641421,0.001625503,0.00004002915,0.00009483113,0.03237805,0.9071853,0.05799767],"study_design_scores_gemma":[0.000004884627,0.000004037363,0.001927779,0.000297782,0.000003031968,0.00006871366,0.0005836802,0.00001634498,0.00004887188,0.002594376,0.9944435,0.000006919743],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009647537,0.7307609,0.0004798895,0.2060482,0.009965048,0.00001739086,0.00112201,0.0000814193,0.0505602],"genre_scores_gemma":[0.07876316,0.4151735,0.001856357,0.04849851,0.006977784,0.0001419972,0.001662948,0.0002881118,0.4466377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1092827,"threshold_uncertainty_score":0.2172933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06254573141277488,"score_gpt":0.3506108158619264,"score_spread":0.2880650844491516,"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."}}