{"id":"W4391058760","doi":"10.51161/clinvet2023/28328","title":"DESENVOLVIMENTO DE SIMULADORES DIDÁTICOS PARA O TREINAMENTO DA AUSCULTAÇÃO CARDÍACA EM GATOS DOMÉSTICOS – RELATO DE EXPERIÊNCIA EM INOVAÇÃO TECNOLÓGICA","year":2023,"lang":"pt","type":"article","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PROTO Manufacturing (Canada)","funders":"","keywords":"Medicine; Computer science","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003201573,0.001160041,0.001548838,0.001290729,0.001557506,0.002097552,0.00211003,0.000505675,0.003110285],"category_scores_gemma":[0.002646078,0.000914447,0.0007199079,0.005049975,0.0004194405,0.0008931878,0.002700992,0.0005310386,0.004542388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00064103,"about_ca_system_score_gemma":0.0003425818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000761061,"about_ca_topic_score_gemma":0.0006903716,"domain_scores_codex":[0.9897621,0.0005499138,0.0018879,0.002106869,0.003086744,0.002606471],"domain_scores_gemma":[0.9942705,0.001749332,0.0005898141,0.00197573,0.0006295045,0.0007851337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.001291736,0.002943066,0.04918768,0.000995659,0.004095162,0.003283245,0.1367979,0.02349214,0.005827038,0.02975592,0.4217921,0.3205384],"study_design_scores_gemma":[0.007302829,0.0008699205,0.05686984,0.0008272621,0.001379974,0.00004276462,0.3858137,0.3769047,0.002321585,0.01179764,0.1517036,0.004166154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624644,0.003893437,0.1091339,0.009230603,0.002304789,0.003658457,0.0001960083,0.001869775,0.007248698],"genre_scores_gemma":[0.9275718,0.001218824,0.001030725,0.001275996,0.0001833205,0.0004924059,0.00003015447,0.0001265689,0.06807023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3534125,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1527846007286632,"score_gpt":0.3968317384937234,"score_spread":0.2440471377650602,"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."}}