{"id":"W4312392329","doi":"10.7202/1092340ar","title":"Recherche ou lobbyisme ?","year":2022,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004455049,0.0001602593,0.0001959355,0.00006236073,0.001235009,0.0001085315,0.0005866634,0.000265771,0.1683667],"category_scores_gemma":[0.0003623359,0.0002128298,0.000196263,0.000505397,0.0003484102,0.0003645874,0.0004119906,0.001321297,0.0004912387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001717454,"about_ca_system_score_gemma":0.0003223266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334244,"about_ca_topic_score_gemma":0.001675955,"domain_scores_codex":[0.9910298,0.00751957,0.0002780389,0.0002548619,0.0003925959,0.0005251339],"domain_scores_gemma":[0.9981974,0.000938668,0.0001447706,0.0004322791,0.00009000652,0.0001969136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007871488,0.0002046537,0.0001638235,0.00002775832,0.00001882279,0.000002898515,0.07321371,0.00001190768,0.00004530236,0.8440001,0.03902147,0.04328167],"study_design_scores_gemma":[0.0001820983,0.00004501663,0.0004543262,0.00001526464,0.00001881291,0.000005993416,0.06400508,0.00007592986,0.00000878855,0.1430714,0.7919192,0.0001980771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005339913,0.005517336,0.00008797614,0.4909987,0.003132367,0.0002488797,0.0002095729,0.0001203311,0.4943449],"genre_scores_gemma":[0.4786669,0.1528779,0.00139045,0.02689119,0.001267282,0.0004080584,0.0003658593,0.00008020921,0.3380522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7528977,"threshold_uncertainty_score":0.9932278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9104443169379195,"score_gpt":0.6537631945120962,"score_spread":0.2566811224258233,"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."}}