{"id":"W6994390104","doi":"","title":"Preliminares, v. 4","year":2018,"lang":"en","type":"other","venue":"Universidad de Córdoba Insitutional Repository (Universidad de Córdoba)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidad de Córdoba; York University; Razi University; Universidad Complutense de Madrid; Universidad de Las Palmas de Gran Canaria; Universidade de Coimbra; University of Oxford","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.0006904858,0.00202602,0.00157187,0.004207133,0.001608326,0.0003916814,0.00300842,0.003098688,0.007849107],"category_scores_gemma":[0.0002546014,0.002615914,0.001178248,0.002346457,0.002755311,0.001028223,0.001121575,0.001672363,0.01513899],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009989574,"about_ca_system_score_gemma":0.005352214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003245256,"about_ca_topic_score_gemma":0.001082479,"domain_scores_codex":[0.990549,0.0009201171,0.0008327991,0.002685404,0.002408725,0.002604006],"domain_scores_gemma":[0.9927334,0.0003211469,0.001653408,0.002637726,0.0009405158,0.001713819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007816742,0.0005093821,0.002247807,0.0002371725,0.001334008,0.00601996,0.0005157783,0.0001907283,0.006752084,0.03821942,0.9430084,0.0001836168],"study_design_scores_gemma":[0.003155024,0.0005094667,0.004538804,0.001279528,0.001220641,0.002212148,0.002161246,0.0004192594,0.001643716,0.0004805856,0.9796842,0.002695339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007182467,0.001319453,0.002032031,0.0003345087,0.001978797,0.001259322,0.001065644,0.003246425,0.9815813],"genre_scores_gemma":[0.03137862,0.0002398122,0.006571133,0.0004347925,0.003203233,0.00002582344,0.0007929807,0.00220337,0.9551502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03773883,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009664248692593398,"score_gpt":0.2430992733974902,"score_spread":0.2334350247048969,"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."}}