{"id":"W2172238639","doi":"","title":"Principio de la brocha mecánica aplicado a un implemento de preparación de suelo","year":2011,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inversa Systems (Canada)","funders":"","keywords":"Philosophy; Humanities; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005168171,0.0004701536,0.000803518,0.0001762391,0.0007811988,0.002377183,0.005620889,0.0003315693,0.01584776],"category_scores_gemma":[0.0004618671,0.0002424435,0.0003633683,0.001197273,0.0004887673,0.001784712,0.001590442,0.0005419663,0.0000380182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810138,"about_ca_system_score_gemma":0.0002968591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008795228,"about_ca_topic_score_gemma":0.0007622072,"domain_scores_codex":[0.995178,0.001086946,0.0009579264,0.0007329794,0.0008031063,0.00124099],"domain_scores_gemma":[0.9968163,0.0008967395,0.0009932714,0.000258375,0.0001931355,0.0008422249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000205195,0.0004307023,0.7078832,0.00003970504,0.0001283925,0.00007496114,0.0008941112,0.000006365977,0.2575543,0.001107333,0.00730734,0.02436841],"study_design_scores_gemma":[0.0002367687,0.00005779599,0.9151411,0.0002604819,0.0001052304,0.0001035385,0.0003560817,0.0001010167,0.04024006,0.01639772,0.02647321,0.0005269835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717872,0.00526768,0.00003115774,0.0003421296,0.0001769092,0.0004533809,0.0001351403,0.00005617663,0.02175029],"genre_scores_gemma":[0.980128,0.0179297,0.0005226103,0.0004465978,0.0003463897,0.00005135516,0.00001256916,0.00000833848,0.0005544543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2173142,"threshold_uncertainty_score":0.9997592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2693701509168417,"score_gpt":0.5324845731356733,"score_spread":0.2631144222188316,"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."}}