{"id":"W2045619037","doi":"10.4000/ethiquepublique.1090","title":"Pour un climat de clarté ? Usages et mésusages de la transparence sur l’expertise scientifique en situation de controverse","year":2013,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.05874841,0.0008675646,0.001070862,0.006123364,0.008865822,0.02035726,0.002297075,0.00773068,0.007922827],"category_scores_gemma":[0.09075154,0.0006188939,0.0008382183,0.004800044,0.0430193,0.03213557,0.01052081,0.0123401,0.001142383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009883215,"about_ca_system_score_gemma":0.008914101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007795695,"about_ca_topic_score_gemma":0.0082431,"domain_scores_codex":[0.9470115,0.03269941,0.002579942,0.003679009,0.01273189,0.001298243],"domain_scores_gemma":[0.8441862,0.1221174,0.007616508,0.01005806,0.01441507,0.001606734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007358942,0.00004131592,0.001873561,0.001165663,0.0000566237,0.0003746237,0.1003366,0.0001799896,0.001780004,0.7712518,0.01219686,0.1106694],"study_design_scores_gemma":[0.00003941239,0.0001272044,0.007050027,0.006508505,0.00007431074,0.0009542812,0.09721541,0.0006543709,0.002831131,0.2953627,0.589007,0.0001756867],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05123536,0.08917859,0.04409887,0.5962394,0.005552671,0.00008547545,0.0001735775,0.0002087831,0.2132274],"genre_scores_gemma":[0.889189,0.03744321,0.01531722,0.03451687,0.005241861,0.0002070066,0.0001042092,0.0003263236,0.01765426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9911342,"threshold_uncertainty_score":0.310695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387327833073659,"score_gpt":0.3878711519789961,"score_spread":0.2491383686716302,"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."}}