{"id":"W2290341764","doi":"","title":"Licenciatura em Gerontologia Social","year":2014,"lang":"pt","type":"article","venue":"Service social","topic":"Health, Nursing, Elderly Care","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002546169,0.0008051407,0.001385744,0.0002012702,0.007585131,0.0001294732,0.001090882,0.003913438,0.002729688],"category_scores_gemma":[0.0004523478,0.0009006424,0.0004208114,0.001232382,0.0001676938,0.0003763342,0.0003891571,0.004553599,0.006421046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744809,"about_ca_system_score_gemma":0.002460844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00273203,"about_ca_topic_score_gemma":0.02863069,"domain_scores_codex":[0.9885578,0.004598581,0.001538633,0.001161209,0.001138877,0.003004923],"domain_scores_gemma":[0.9955968,0.0008096607,0.001232484,0.000649286,0.001072001,0.0006397653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003247509,0.0003715547,0.002129098,0.003723102,0.0001529329,0.00001470957,0.6472909,6.309446e-7,0.0001336376,0.01193124,0.2724826,0.06144479],"study_design_scores_gemma":[0.006377996,0.000626101,0.4457307,0.0008865377,0.0005774512,0.00000727931,0.3390737,0.0005786019,0.00001458891,0.004831186,0.198949,0.002346837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7362919,0.0006052034,0.0003179631,0.1987803,0.0190594,0.002781361,0.0004478841,0.001083929,0.04063195],"genre_scores_gemma":[0.9138995,0.00002188103,0.0001629951,0.06287812,0.01913404,0.0001046108,0.0002127836,0.0002157037,0.003370325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4436016,"threshold_uncertainty_score":0.9993444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07293812693926484,"score_gpt":0.4113834183548729,"score_spread":0.338445291415608,"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."}}