{"id":"W4412472829","doi":"10.4000/14clw","title":"Écologisation de l’agriculture et de l’alimentation : renouvellement et perspectives pour la sociologie de l’environnement","year":2025,"lang":"fr","type":"paratext","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; 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":["insufficient_payload"],"category_scores_codex":[0.001462259,0.0005970645,0.0004814793,0.00005708358,0.0006678914,0.0002509667,0.0006284503,0.001084399,0.0081864],"category_scores_gemma":[0.0002142225,0.0002576159,0.0003210987,0.0004425088,0.0002474903,0.0001924062,0.0003774542,0.001012243,0.001255128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491927,"about_ca_system_score_gemma":0.0008838332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072197,"about_ca_topic_score_gemma":0.0005243979,"domain_scores_codex":[0.9948984,0.002094636,0.0005117296,0.0008450526,0.0004960527,0.001154083],"domain_scores_gemma":[0.9982601,0.0008774761,0.0002806735,0.0001107439,0.0002089485,0.0002620307],"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":[0.0001066938,0.001031882,0.01296718,0.000152477,0.0004056705,0.00003556078,0.00817655,0.0009044988,0.0733349,0.08586158,0.812058,0.004964965],"study_design_scores_gemma":[0.0005840735,0.0005171115,0.4192112,0.0003776934,0.0001646035,0.00002469914,0.03484564,0.00009442368,0.004789665,0.003834662,0.5347729,0.0007832705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2521099,0.01529186,0.005962127,0.4326972,0.001158042,0.003460436,0.0006015394,0.0003065738,0.2884123],"genre_scores_gemma":[0.3640241,0.04820133,0.006312374,0.005672091,0.001133757,0.0006135852,0.003083807,0.00000994637,0.570949],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4270251,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03025475225207245,"score_gpt":0.3140468594019946,"score_spread":0.2837921071499221,"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."}}