{"id":"W4287899375","doi":"","title":"Conception de Stratégies durables de gestion des Adventices dans un contexte de Changement : le projet CoSAC","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"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":[0.00549298,0.001396833,0.000681235,0.002745786,0.003322112,0.01780329,0.001722792,0.004389454,0.008143009],"category_scores_gemma":[0.006762102,0.0005274545,0.001406764,0.002899886,0.01100686,0.007932945,0.003433275,0.003367776,0.0009400867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01045847,"about_ca_system_score_gemma":0.006221679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01853334,"about_ca_topic_score_gemma":0.0125164,"domain_scores_codex":[0.9959744,0.00184798,0.0001477952,0.000807845,0.0007229822,0.0004991111],"domain_scores_gemma":[0.9939013,0.002964668,0.0004922986,0.0008219916,0.0010966,0.0007232149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004957676,0.00006805768,0.002147715,0.0001266869,0.00003337928,0.0001919528,0.01210725,0.003554338,0.0008756183,0.9601337,0.0006861676,0.02002568],"study_design_scores_gemma":[0.0001381535,0.0003506877,0.01445521,0.0008682561,0.0001281267,0.0008514252,0.08891737,0.04275297,0.004202869,0.5927974,0.2544277,0.0001098028],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3083723,0.003694824,0.3559495,0.0111143,0.0002420178,0.0005626787,0.0004805358,0.0003242579,0.3192596],"genre_scores_gemma":[0.9122658,0.0007685605,0.06206831,0.0001509132,0.00004239719,0.0003334171,0.0002681006,0.00006469277,0.02403783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01853334,"threshold_uncertainty_score":0.07588184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04004634002122786,"score_gpt":0.274122151796805,"score_spread":0.2340758117755772,"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."}}