{"id":"W7024829187","doi":"","title":"Teste do Tempo & Troco: Estudo de validação","year":2011,"lang":"pt","type":"other","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Depressive symptoms; Mini–Mental State Examination; Test (biology)","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","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01203344,0.0007506439,0.00074719,0.009828935,0.003318412,0.001165761,0.003925901,0.001141492,0.0001788441],"category_scores_gemma":[0.004166855,0.0006962048,0.000173794,0.01009296,0.006413418,0.001353509,0.001359637,0.001875654,0.0001400335],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007908461,"about_ca_system_score_gemma":0.01001087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649124,"about_ca_topic_score_gemma":0.00002262764,"domain_scores_codex":[0.9901992,0.0002195058,0.0009387846,0.002851961,0.002939254,0.002851274],"domain_scores_gemma":[0.9938352,0.0005368514,0.0006876026,0.0009075381,0.003546536,0.0004863004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001096528,0.001094583,0.00847847,0.0009541493,0.0002804361,0.00007769423,0.001557855,0.000001058608,0.01218301,0.1289121,0.09414433,0.7522067],"study_design_scores_gemma":[0.005993869,0.008226851,0.001859034,0.004344813,0.0002216975,0.003945922,0.002822382,0.02847423,0.04101428,0.5745978,0.3224812,0.00601786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02331717,0.0558016,0.1293264,0.005785763,0.006482252,0.01376817,0.001125223,0.003601555,0.7607919],"genre_scores_gemma":[0.3494647,0.006533117,0.08287717,0.0001501809,0.0011147,0.003184523,0.0001515786,0.0004847036,0.5560393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7461888,"threshold_uncertainty_score":0.9998711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07427817152593398,"score_gpt":0.3723493977030395,"score_spread":0.2980712261771056,"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."}}