{"id":"W4411003108","doi":"10.1051/cagri/2025017","title":"La protection intégrée des cultures","year":2025,"lang":"fr","type":"article","venue":"Cahiers Agricultures","topic":"International Labor and Employment Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"INT; Biology; Computer science; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111225,0.0008937748,0.0005450418,0.001727085,0.004625953,0.01370826,0.0008877225,0.001666561,0.04559378],"category_scores_gemma":[0.001554366,0.0003220015,0.0006034036,0.003171113,0.004495304,0.004210243,0.0047348,0.002340091,0.01252777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016336,"about_ca_system_score_gemma":0.01390884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1051192,"about_ca_topic_score_gemma":0.1513656,"domain_scores_codex":[0.998387,0.0002711581,0.00006378247,0.0002868776,0.0007540582,0.0002371583],"domain_scores_gemma":[0.999009,0.0001566823,0.00009615165,0.0002268119,0.00038056,0.0001306951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009657813,0.00005116206,0.001712171,0.001589694,0.00002541784,0.0003332081,0.0155403,0.00042762,0.006848366,0.1878309,0.2402245,0.5453201],"study_design_scores_gemma":[0.000001362615,0.000006487162,0.000638336,0.0003207093,0.000003074197,0.00005083518,0.0008091756,0.00001893491,0.0003526472,0.002060854,0.9957319,0.000005636606],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007288414,0.04768319,0.005562571,0.01010701,0.004518812,0.0001071588,0.0009272799,0.0004792476,0.9233263],"genre_scores_gemma":[0.08552353,0.0827309,0.006941953,0.007687248,0.001648451,0.000190496,0.001791697,0.0004901831,0.8129956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1051192,"threshold_uncertainty_score":0.2090147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01083984030139782,"score_gpt":0.295676350856224,"score_spread":0.2848365105548261,"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."}}