{"id":"W4407267801","doi":"","title":"Eco-conception, éco-création, du rôle du collectif pour la transition socio écologique dans les musées: le projet Nanopro, Musées en Transition, Samuel de Champlain, France/Quebec","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transition (genetics); Geography; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004287621,0.0003704383,0.0003277836,0.001282349,0.01277775,0.01051449,0.0009395459,0.001120958,0.004293269],"category_scores_gemma":[0.001981645,0.0002410817,0.0003300407,0.002063839,0.0167049,0.003122961,0.00547562,0.002305217,0.0001710154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04744121,"about_ca_system_score_gemma":0.07799691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8613613,"about_ca_topic_score_gemma":0.9354554,"domain_scores_codex":[0.9987533,0.0005126059,0.00002107892,0.0001156722,0.0002453295,0.0003520033],"domain_scores_gemma":[0.9978806,0.0004941501,0.0001017585,0.0001409663,0.0004789661,0.0009037079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002128801,0.0002424654,0.05886184,0.0004706083,0.00005313093,0.001124519,0.3956234,0.001677947,0.002434577,0.3856383,0.02186543,0.1317949],"study_design_scores_gemma":[0.00002180243,0.0000602548,0.1550809,0.0006304404,0.000032754,0.000317441,0.4590406,0.0006257873,0.0007617436,0.01300745,0.3703577,0.00006320872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6772178,0.01396383,0.007178101,0.03730718,0.000370979,0.0002739541,0.0005828643,0.0000748313,0.2630305],"genre_scores_gemma":[0.9465976,0.002860892,0.002786851,0.0005554561,0.0000309507,0.00013915,0.0001183237,0.00004522184,0.0468656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1386387,"threshold_uncertainty_score":0.3442117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009056350764345009,"score_gpt":0.204793430782443,"score_spread":0.195737080018098,"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."}}