{"id":"W4243756447","doi":"10.3917/riej.085.0089","title":"Introduction","year":2021,"lang":"fr","type":"article","venue":"Revue interdisciplinaire d études juridiques","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0009928737,0.0009694769,0.001185723,0.0003676002,0.0004686262,0.0006088925,0.0007199671,0.0006672751,0.005637406],"category_scores_gemma":[0.0007151865,0.001202097,0.0009295439,0.001515812,0.0007122312,0.001522915,0.001876866,0.00123677,0.01952542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002425472,"about_ca_system_score_gemma":0.001244753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000620685,"about_ca_topic_score_gemma":0.002705528,"domain_scores_codex":[0.9936349,0.0009435302,0.001452613,0.002026784,0.0005447305,0.001397381],"domain_scores_gemma":[0.9952698,0.0002064463,0.0005496591,0.002044362,0.001408681,0.0005209986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002463702,0.002088856,0.0006639722,0.002953276,0.001007246,0.00293891,0.005263068,0.0003279895,0.02738072,0.2136335,0.6650146,0.07848144],"study_design_scores_gemma":[0.0005668008,0.000360968,0.002655653,0.003700431,0.0006144741,0.004048708,0.0008766491,0.0005785719,0.100288,0.04094162,0.843935,0.001433087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1463642,0.07033734,0.001605244,0.6752159,0.02780587,0.0009126243,0.0006061708,0.001696924,0.07545573],"genre_scores_gemma":[0.8108069,0.002909241,0.008295776,0.000284913,0.03039786,0.0001292556,0.0004418217,0.000585272,0.146149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.674931,"threshold_uncertainty_score":0.9990429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915074078343694,"score_gpt":0.2907856817547601,"score_spread":0.2716349409713231,"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."}}