{"id":"W4289031468","doi":"","title":"Overview ot tillage practices and correlations with other practices in France: An analysis of the agreste survey (2011)","year":2019,"lang":"en","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":"Tillage; Agronomy; Biology","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":[0.001397745,0.0003557817,0.0004142368,0.004412586,0.0003442522,0.0009022584,0.0004189956,0.0004795728,0.00197512],"category_scores_gemma":[0.001278064,0.000153889,0.001052456,0.004938857,0.0002353343,0.0004048827,0.0004997636,0.0002323067,0.0003656007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226519,"about_ca_system_score_gemma":0.001304725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1621356,"about_ca_topic_score_gemma":0.1985999,"domain_scores_codex":[0.999065,0.0002427708,0.0001011157,0.0002402502,0.0001780097,0.000172903],"domain_scores_gemma":[0.9977067,0.0007199048,0.0007836104,0.0001683184,0.0004769051,0.0001445314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005007584,0.00003019825,0.9801235,0.0001639067,0.0002919329,0.00007131969,0.0004662099,0.0005061095,0.0006275419,0.0001847984,0.001539054,0.0159455],"study_design_scores_gemma":[9.635984e-7,0.00002124348,0.9970264,0.00002221798,0.00001710149,0.00003982117,0.0002203777,0.00006337605,0.00005294379,0.0000105119,0.002521022,0.000004071482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720896,0.00753449,0.00104823,0.0003126461,0.0000220016,0.00002931454,0.0160543,0.00008025633,0.002829133],"genre_scores_gemma":[0.9738172,0.003429711,0.001506333,0.00015414,0.0000439752,0.00005602121,0.01732747,0.00002765597,0.003637504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621356,"threshold_uncertainty_score":0.3223837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454773130262735,"score_gpt":0.2832318980133897,"score_spread":0.2386841667107623,"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."}}