{"id":"W4305080759","doi":"","title":"Contribution of the \"cultural profile\" method to assess surface platy structure development under no-tillage in the argentinean humid pampas","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Platy; Tillage; Geography; Geology; Materials science; Agronomy; Composite material; 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":[0.0004001372,0.0004096864,0.0002201065,0.001820998,0.0003789297,0.0008136646,0.0003606781,0.0003422577,0.001332993],"category_scores_gemma":[0.001188356,0.0001186415,0.0002007931,0.001360102,0.0002266074,0.0003281716,0.0005908078,0.0002181087,0.000413164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000313574,"about_ca_system_score_gemma":0.0004573778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03013777,"about_ca_topic_score_gemma":0.05052527,"domain_scores_codex":[0.9997284,0.00007040879,0.00001098733,0.00009931002,0.00005575086,0.00003510755],"domain_scores_gemma":[0.9995229,0.000112162,0.00007791034,0.00005833257,0.000175179,0.00005348366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003903442,0.00009143759,0.8051729,0.0001695439,0.0001443301,0.000211626,0.0008918839,0.01521227,0.0121674,0.000479619,0.001030472,0.1640382],"study_design_scores_gemma":[0.00001325055,0.00007059431,0.9272354,0.00003592075,0.0000652844,0.0001231868,0.001063475,0.06625247,0.002704803,0.0003079744,0.002100494,0.00002705931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834156,0.0002534704,0.008833516,0.00005196533,0.00002349503,0.00003133559,0.001347704,0.0001066866,0.005936186],"genre_scores_gemma":[0.9919525,0.00007996042,0.006710717,0.000006400003,0.00001098474,0.0000171225,0.0005586526,0.00002555503,0.0006380618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03013777,"threshold_uncertainty_score":0.05992472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604940637279404,"score_gpt":0.2519975772427868,"score_spread":0.2359481708699927,"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."}}