{"id":"W4411492059","doi":"10.22456/2316-2171.109588","title":"PREDIÇÃO DE HABILIDADES COGNITIVAS POR MEIO DAS CAPACIDADES FÍSICAS DE ACORDO COM SEXO","year":2023,"lang":"pt","type":"article","venue":"Estudos Interdisciplinares sobre o Envelhecimento","topic":"Health, Education, and Aging","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004379623,0.0008664786,0.0009676475,0.0004954988,0.003912156,0.0009074529,0.001534258,0.0006496639,0.0007103537],"category_scores_gemma":[0.0007174002,0.0008980215,0.0004816731,0.001908691,0.001065822,0.0007982858,0.000848292,0.001111155,0.001466483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002112325,"about_ca_system_score_gemma":0.00323279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003357124,"about_ca_topic_score_gemma":0.01231905,"domain_scores_codex":[0.9916813,0.001536879,0.00116041,0.001479065,0.0013468,0.002795575],"domain_scores_gemma":[0.9952795,0.001551892,0.0005506762,0.0008970363,0.0003588961,0.001361986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000146112,0.001164314,0.1195476,0.0006099495,0.0004946525,0.0001657612,0.6994513,0.0001257595,0.001254739,0.001704402,0.1685758,0.006759611],"study_design_scores_gemma":[0.001560313,0.0007242662,0.1632758,0.002039949,0.000471054,0.00005738366,0.7502169,0.001982444,0.003002846,0.006864004,0.06800282,0.001802206],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197264,0.0008480665,0.0006030397,0.05481384,0.003456529,0.001982865,0.0003058718,0.001030114,0.0172333],"genre_scores_gemma":[0.9368408,0.0007587299,0.0002329573,0.0006836107,0.002215805,0.0003482337,0.0001370137,0.0001586306,0.05862426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.100573,"threshold_uncertainty_score":0.999347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04955098010288843,"score_gpt":0.3990363047717631,"score_spread":0.3494853246688747,"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."}}