{"id":"W2915154303","doi":"10.15210/interfaces.v18i3.14839","title":"Expediente e sumário Vol 18 n. 3","year":2018,"lang":"pt","type":"article","venue":"Interfaces Brasil/Canadá","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007343572,0.0005778076,0.001010175,0.0005773216,0.0005927423,0.0005266261,0.001100233,0.0002687625,0.0904776],"category_scores_gemma":[0.0003190793,0.0007089812,0.0003035082,0.0004550228,0.0009772535,0.0006571831,0.00062332,0.0003370115,0.1190417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005363887,"about_ca_system_score_gemma":0.000109713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659573,"about_ca_topic_score_gemma":0.006334794,"domain_scores_codex":[0.9957279,0.00003300683,0.001320424,0.001559963,0.0001109059,0.001247781],"domain_scores_gemma":[0.9975432,0.00009009366,0.0007371081,0.0009990028,0.0002277825,0.0004028514],"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":[0.00006815549,0.0001193622,0.02468864,0.00005145652,0.0004500589,0.00001378092,0.005150069,0.0000114754,0.00002130145,0.004350464,0.9637745,0.001300753],"study_design_scores_gemma":[0.0009966202,0.0003380709,0.004700538,0.000126397,0.00004619687,0.000008430357,0.006557618,0.001629343,0.001049214,0.0004987826,0.9830533,0.0009954838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3389375,0.006903992,0.0003221309,0.000764437,0.04885589,0.0004772168,0.002519055,0.0001071852,0.6011125],"genre_scores_gemma":[0.5687103,0.0002548401,0.00005937006,0.0004853345,0.0008165131,0.00001681807,0.0000118232,0.00004366736,0.4296013],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2297728,"threshold_uncertainty_score":0.9995362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06546980542205773,"score_gpt":0.2505638943172191,"score_spread":0.1850940888951614,"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."}}