{"id":"W2906364458","doi":"10.17058/rea.v27i1.12687","title":"Uma história do sujeito","year":2019,"lang":"pt","type":"article","venue":"Reflexão e Ação","topic":"Psychology and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Subject (documents); Philosophy; Epistemology; Humanities; Sociology; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008607557,0.000509021,0.0007173739,0.0002431258,0.0002021947,0.00003689816,0.0006547303,0.0009596696,0.03371275],"category_scores_gemma":[0.000019131,0.0005155009,0.0002627684,0.0004055788,0.0001553469,0.0001462107,0.0001450572,0.001025124,0.1083973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384961,"about_ca_system_score_gemma":0.0002445744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289594,"about_ca_topic_score_gemma":0.00005605366,"domain_scores_codex":[0.9957587,0.0006054137,0.0007598556,0.001215813,0.0003315957,0.00132859],"domain_scores_gemma":[0.9972256,0.0001890487,0.0003365036,0.001723569,0.00006467769,0.0004606254],"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":[0.005538092,0.004270375,0.1150123,0.001139705,0.001029193,0.0006723509,0.03419872,0.000004696731,0.00653288,0.08362145,0.492309,0.2556712],"study_design_scores_gemma":[0.006376213,0.002295316,0.07720459,0.0003616074,0.0001240047,0.0003549104,0.003286601,0.00002660194,0.0002807824,0.002061775,0.9066125,0.001015125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5632133,0.005875272,0.00003527541,0.001715175,0.01728983,0.0008529652,0.00007761984,0.0001396765,0.4108008],"genre_scores_gemma":[0.7309663,0.0002419688,0.00008612123,0.004328808,0.0005609633,0.00003563413,0.00004921135,0.00007880088,0.2636522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143035,"threshold_uncertainty_score":0.9997296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265797762858469,"score_gpt":0.425121399681532,"score_spread":0.3724634220529472,"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."}}