{"id":"W4249243233","doi":"10.15210/dissertatio.v0i0.8573","title":"APRESENTAÇÃO","year":2015,"lang":"pt","type":"article","venue":"Dissertatio","topic":"Psychology and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00915975,0.001108928,0.0008240085,0.003434433,0.005150135,0.01107598,0.003150187,0.003353292,0.1582178],"category_scores_gemma":[0.03483454,0.0004779958,0.001243659,0.003753955,0.002655804,0.006684241,0.008454349,0.003554059,0.06720974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005367434,"about_ca_system_score_gemma":0.0102334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005850107,"about_ca_topic_score_gemma":0.006798127,"domain_scores_codex":[0.9855192,0.004529684,0.0009717211,0.002375334,0.005210699,0.001393385],"domain_scores_gemma":[0.9821191,0.003331551,0.0008011882,0.002875161,0.008545219,0.002327834],"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":[0.0003170143,0.0001880722,0.003840908,0.001363753,0.00004311851,0.001377432,0.0120116,0.000208331,0.001852448,0.07636009,0.5655707,0.3368666],"study_design_scores_gemma":[0.000005874137,0.00002453243,0.0005920158,0.000327969,0.000008403045,0.0002840366,0.001715335,0.00005364291,0.0002513211,0.002485583,0.9942404,0.00001089082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01806274,0.01668877,0.01974699,0.05868256,0.03186422,0.001456601,0.005207972,0.00172643,0.8465637],"genre_scores_gemma":[0.1220491,0.0165986,0.01932765,0.02720061,0.007793073,0.001919122,0.006876307,0.002281859,0.7959536],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1582178,"threshold_uncertainty_score":0.5292914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1597864767438681,"score_gpt":0.4792411428619572,"score_spread":0.3194546661180891,"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."}}