{"id":"W2991451070","doi":"","title":"L'environnement et le climat","year":2019,"lang":"fr","type":"book","venue":"Editions universitaires europeennes eBooks","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0003869644,0.0006041148,0.0006523661,0.0002722224,0.003136048,0.0001300309,0.0007984943,0.0004184925,0.001079975],"category_scores_gemma":[0.00006887296,0.0007119011,0.0005774229,0.0001808333,0.003231518,0.0003626122,0.0005869539,0.0007130818,0.002945014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583672,"about_ca_system_score_gemma":0.001215639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002570068,"about_ca_topic_score_gemma":0.003565861,"domain_scores_codex":[0.9965218,0.0007075445,0.0004228131,0.0007504654,0.0007842445,0.0008130999],"domain_scores_gemma":[0.9980913,0.000535837,0.000370387,0.0004736812,0.0002383289,0.00029047],"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":[0.00000700685,0.0001023812,0.00002110027,0.00005380856,0.0002352863,0.0000798385,0.004517949,0.00002035425,0.00000533532,0.7115142,0.280108,0.003334753],"study_design_scores_gemma":[0.0006378266,0.0001807105,0.0003536119,0.0002857199,0.0003041441,0.000002494686,0.009041592,0.00001042846,0.000003142153,0.006164513,0.9822761,0.0007396479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000466713,0.002109631,0.0001159169,0.006927504,0.006839726,0.0006955404,0.0005093387,0.0002095298,0.9821261],"genre_scores_gemma":[0.06101481,0.001631691,0.0002450277,0.0006031237,0.003126233,0.00001056893,0.000254491,0.00009105934,0.933023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7053497,"threshold_uncertainty_score":0.9998332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240099889357288,"score_gpt":0.2234368463547601,"score_spread":0.1910358474611872,"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."}}