{"id":"W4297937019","doi":"10.4000/memini.746","title":"Des communautés aux États","year":2016,"lang":"fr","type":"paratext","venue":"Memini","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science","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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009667675,0.001510571,0.001681686,0.0004592992,0.00117299,0.0002657864,0.002478847,0.001276962,0.1499018],"category_scores_gemma":[0.0007021693,0.001318704,0.0005933397,0.000702225,0.00412158,0.0003929704,0.001120279,0.001521197,0.9342759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612747,"about_ca_system_score_gemma":0.001237663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004853282,"about_ca_topic_score_gemma":0.0003393779,"domain_scores_codex":[0.9934448,0.001078759,0.001206324,0.001163098,0.0009359344,0.002171091],"domain_scores_gemma":[0.9935246,0.001345156,0.0008291425,0.002945507,0.0006171819,0.0007383988],"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":[0.0001504771,0.000367379,0.0005038239,0.0008433707,0.0004944357,0.0001703608,0.002366428,0.00001124409,0.006940315,0.0008427964,0.9389392,0.04837025],"study_design_scores_gemma":[0.00138206,0.0002395192,0.001077921,0.004777109,0.0003468376,0.0001432977,0.0002712811,0.00005761726,0.007276341,0.002715209,0.9800565,0.001656353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01994594,0.05161372,0.0002193942,0.00104139,0.01043543,0.0009279962,0.006500565,0.0003534922,0.9089621],"genre_scores_gemma":[0.04432985,0.00421483,0.00192905,0.000467682,0.002463806,0.0002075794,0.0008719601,0.001073516,0.9444417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7843741,"threshold_uncertainty_score":0.9997643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0796011340808363,"score_gpt":0.3498078535989069,"score_spread":0.2702067195180706,"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."}}