{"id":"W2597081927","doi":"","title":"Dr. Antonio Machín Arias","year":2017,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Health and Medical Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255893,0.0008757401,0.0006495301,0.001036129,0.00160137,0.003059477,0.0009074456,0.002344576,0.1537583],"category_scores_gemma":[0.005681099,0.0002688961,0.0003710728,0.0003464195,0.0006971817,0.001372386,0.002377666,0.00469362,0.08713248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742904,"about_ca_system_score_gemma":0.002750243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003753741,"about_ca_topic_score_gemma":0.004402436,"domain_scores_codex":[0.9991072,0.000165205,0.00003898729,0.0002171907,0.0003379929,0.0001334438],"domain_scores_gemma":[0.9978335,0.0002037918,0.0001242824,0.00006050347,0.0007898327,0.0009879974],"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":[0.0000465734,0.00002028519,0.0005788699,0.0001146084,0.000004444491,0.0003934134,0.0001497068,0.00005016627,0.0001417901,0.002011486,0.9387483,0.05774029],"study_design_scores_gemma":[0.000007204317,0.00002467913,0.0004342369,0.0002136329,0.000003553009,0.001407061,0.0002186617,0.00004406458,0.0001266035,0.0005835218,0.9969279,0.000008869763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004341605,0.1204656,0.004120919,0.4497984,0.1209044,0.0001733228,0.001155429,0.001728461,0.297312],"genre_scores_gemma":[0.0306252,0.06476738,0.001809642,0.07164606,0.02333107,0.0001669108,0.0008075789,0.0007596024,0.8060865],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1537583,"threshold_uncertainty_score":0.5143726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5434065931313332,"score_gpt":0.7114363429909333,"score_spread":0.1680297498596001,"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."}}