{"id":"W2779720096","doi":"10.5902/2236499426329","title":"PERSPECTIVA DO PAPEL DA ORIENTAÇÃO PROFISSIONAL DE JOVENS DE MUNICÍPIOS PERIFÉRICOS PR, BRASIL.","year":2017,"lang":"pt","type":"article","venue":"Geografia Ensino & Pesquisa","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College","funders":"","keywords":"Political science; Humanities; Philosophy","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00205215,0.0007998364,0.0008258037,0.0002551385,0.005768774,0.001633333,0.002663513,0.001157878,0.005065821],"category_scores_gemma":[0.002413339,0.0007630091,0.0006720876,0.0004635696,0.001788925,0.0009974581,0.0009492817,0.001781248,0.000749651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008655555,"about_ca_system_score_gemma":0.001734501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009885413,"about_ca_topic_score_gemma":0.001526542,"domain_scores_codex":[0.9929036,0.0008429246,0.0007817774,0.001385215,0.001720739,0.002365709],"domain_scores_gemma":[0.9954163,0.0004217929,0.0009258607,0.001621928,0.0004128323,0.001201252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002414336,0.0008584533,0.8094887,0.0001276947,0.0002897151,0.0002918237,0.1054263,0.00002028335,0.003385075,0.01469957,0.0422598,0.02291109],"study_design_scores_gemma":[0.002509498,0.000295752,0.4520341,0.0008077716,0.0003748735,0.0001461375,0.1415159,0.0008542872,0.001352166,0.002549962,0.3953651,0.002194436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481903,0.001801547,0.00005439547,0.01488474,0.003155892,0.0009947241,0.0001457843,0.0003394959,0.03043306],"genre_scores_gemma":[0.9772208,0.001103104,0.0002970906,0.00108196,0.001612298,0.00003847904,0.00002385281,0.00009751197,0.0185249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3574547,"threshold_uncertainty_score":0.9994821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06092672609685926,"score_gpt":0.3792427350429882,"score_spread":0.3183160089461289,"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."}}