{"id":"W4200404195","doi":"10.3917/comla1.210.0147","title":"Futurs résilients et adaptés : le rôle des imaginaires communs pour s’adapter aux changements climatiques","year":2021,"lang":"fr","type":"article","venue":"Communication & langages","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Humanities; Art; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001807195,0.0003390654,0.0003878751,0.0001271851,0.002512048,0.0004061436,0.001617405,0.0002677103,0.003829402],"category_scores_gemma":[0.0003870233,0.0003974803,0.000212085,0.0005996384,0.001308674,0.00109704,0.001245656,0.000793601,0.0007187697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293538,"about_ca_system_score_gemma":0.0003853402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007330289,"about_ca_topic_score_gemma":0.05821432,"domain_scores_codex":[0.992659,0.005411413,0.0005576159,0.0003670594,0.0004475571,0.0005573409],"domain_scores_gemma":[0.9956384,0.0007609778,0.0003464232,0.002279478,0.000763309,0.000211417],"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":[0.00005410397,0.002943255,0.02605699,0.000413268,0.0002725078,0.00001388725,0.3195234,0.00003348577,0.003038909,0.2084963,0.1280292,0.3111247],"study_design_scores_gemma":[0.0009154897,0.00005213665,0.04446755,0.0009656064,0.0001083068,0.00001439794,0.1981874,0.0006216682,0.0005166687,0.01569762,0.7378275,0.0006256854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2316369,0.1240039,0.0004860462,0.3918069,0.0009675823,0.0006918348,0.0002693495,0.0004517197,0.2496857],"genre_scores_gemma":[0.7222099,0.2468391,0.006992649,0.002300784,0.0001727775,0.000117305,0.001154172,0.00005985098,0.02015346],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6097983,"threshold_uncertainty_score":0.9998477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4609515159536879,"score_gpt":0.4700112586990521,"score_spread":0.009059742745364141,"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."}}