{"id":"W4298083894","doi":"","title":"L'innovation repensée","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Repens; Biology; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01021264,0.001212743,0.001342937,0.002056182,0.003065281,0.01870405,0.001932348,0.005643407,0.03607673],"category_scores_gemma":[0.01861038,0.0005254679,0.001767253,0.002180013,0.008706914,0.01047167,0.00843946,0.006720965,0.0160031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007785684,"about_ca_system_score_gemma":0.009937108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004835175,"about_ca_topic_score_gemma":0.004069143,"domain_scores_codex":[0.9834601,0.005948654,0.000710809,0.002550595,0.006586174,0.0007436253],"domain_scores_gemma":[0.9875399,0.004548376,0.000796489,0.003210175,0.003289315,0.000615754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004285887,0.00005292535,0.0004678628,0.0005714971,0.00005022996,0.0002595483,0.003544123,0.000376014,0.001285533,0.8873361,0.01831523,0.08769796],"study_design_scores_gemma":[0.00003601587,0.0001007072,0.0006078308,0.0006829741,0.00003893665,0.0004185374,0.001241507,0.0009076544,0.001289659,0.1362548,0.858393,0.00002829081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008568335,0.01124903,0.07063729,0.0474635,0.005289784,0.0003444874,0.0002888606,0.0008112886,0.8553473],"genre_scores_gemma":[0.2394314,0.01613571,0.06473777,0.01984696,0.002109092,0.001235968,0.000604876,0.0005909114,0.6553073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03607673,"threshold_uncertainty_score":0.1206887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03595606574228731,"score_gpt":0.2705170852878221,"score_spread":0.2345610195455348,"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."}}