{"id":"W2056405057","doi":"10.4000/vertigo.11915","title":"L’apport de la psychologie cognitive à l’étude de l’adaptation aux changements climatiques : la notion de vulnérabilité cognitive","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Forestry; Geography; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004367634,0.0002315606,0.0002118552,0.0001249797,0.0005278562,0.0001254832,0.0002489823,0.0005060208,0.001129638],"category_scores_gemma":[0.001337656,0.0002688429,0.0001298859,0.0004471815,0.0008007664,0.0007377478,0.0001018995,0.0004187514,0.0003373341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006248842,"about_ca_system_score_gemma":0.0002363862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010415,"about_ca_topic_score_gemma":0.001092272,"domain_scores_codex":[0.9944561,0.003807718,0.0003282144,0.0002717865,0.0003121828,0.0008239871],"domain_scores_gemma":[0.9975972,0.001392242,0.0002162801,0.0001991005,0.0002742903,0.0003208728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001993,0.001770949,0.2741406,0.000169602,0.0001123251,0.000007873585,0.4392557,0.000006418086,0.0007506515,0.01681003,0.001252637,0.2655239],"study_design_scores_gemma":[0.001452584,0.000229987,0.8418079,0.001150968,0.0003543183,0.00002994027,0.1213217,0.001470903,0.0004961358,0.00792609,0.02315718,0.0006022577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867533,0.002987445,0.01253706,0.004426046,0.0005227592,0.000590887,0.0001191647,0.0001749925,0.1111086],"genre_scores_gemma":[0.962782,0.0323844,0.001442203,0.001577575,0.0005173172,0.0002050793,0.0002250571,0.00003233745,0.0008340147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5676673,"threshold_uncertainty_score":0.9999764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4017468173531364,"score_gpt":0.4821080277608586,"score_spread":0.0803612104077222,"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."}}