{"id":"W4291671580","doi":"","title":"Des paradigmes en matière de protection des cultures","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01092473,0.0007533912,0.0006549775,0.001403869,0.004237791,0.008971525,0.001920376,0.003897158,0.007985693],"category_scores_gemma":[0.01352149,0.0005560335,0.001368844,0.001617551,0.02124597,0.01488722,0.006165701,0.006442948,0.001346925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00686068,"about_ca_system_score_gemma":0.006223191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005338671,"about_ca_topic_score_gemma":0.002925107,"domain_scores_codex":[0.9919155,0.00468239,0.0003501773,0.001153464,0.001459075,0.0004394365],"domain_scores_gemma":[0.9913435,0.004092338,0.0005471041,0.002292319,0.001296787,0.0004278751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003375165,0.0000036527,0.0000361639,0.00001426351,0.00000171178,0.000007679572,0.0007366852,0.0001597661,0.00005649894,0.9962862,0.0004590082,0.002234877],"study_design_scores_gemma":[0.00001339241,0.000009498037,0.0001003195,0.00004181596,0.000004457273,0.0000375836,0.0007601868,0.0008435472,0.000194782,0.9577066,0.04028208,0.000005735874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03845074,0.005056565,0.5366848,0.087562,0.001347104,0.0002350262,0.0004118314,0.0002230699,0.3300289],"genre_scores_gemma":[0.73181,0.003748768,0.1927456,0.003421469,0.0008502892,0.001096621,0.0003391702,0.0001849291,0.0658032],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01092473,"threshold_uncertainty_score":0.05777615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02345288889398416,"score_gpt":0.2487910762463788,"score_spread":0.2253381873523946,"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."}}