{"id":"W3014946759","doi":"10.17118/11143/18880","title":"Dans la marmite du climat","year":2019,"lang":"fr","type":"article","venue":"˜Le œclimatoscope","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Forestry","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":["insufficient_payload"],"category_scores_codex":[0.0009045379,0.0003617221,0.0005940953,0.00006086105,0.000983657,0.0002365704,0.0005618675,0.0003846066,0.002348245],"category_scores_gemma":[0.0001182376,0.000384431,0.0002986471,0.0006665734,0.001493876,0.0005051708,0.0002963387,0.0003724898,0.00875628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005063956,"about_ca_system_score_gemma":0.0003333414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174351,"about_ca_topic_score_gemma":0.005586829,"domain_scores_codex":[0.9967963,0.0005694603,0.0004468135,0.0005428133,0.0006111499,0.001033482],"domain_scores_gemma":[0.998609,0.0004270847,0.0002032427,0.0003618441,0.0001226828,0.0002761621],"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":[0.00002179238,0.0003873252,0.05410562,0.0002166008,0.0001533195,0.00005819811,0.05296654,0.00001137181,0.0001863356,0.80224,0.08426014,0.005392728],"study_design_scores_gemma":[0.0006892579,0.00009853473,0.009699179,0.0001798852,0.00006495669,0.000006557675,0.01865742,0.0001250946,0.00005382588,0.004488993,0.9654413,0.0004950194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2105474,0.02110391,0.00004096173,0.007431588,0.006422237,0.000430775,0.00005818877,0.0001411585,0.7538238],"genre_scores_gemma":[0.7737803,0.01570722,0.0004994047,0.001073657,0.001428514,0.00003890616,0.00001594985,0.00007362863,0.2073824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8811811,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487312761427072,"score_gpt":0.2385372729943938,"score_spread":0.2236641453801231,"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."}}