{"id":"W4247410538","doi":"10.4115/jla.v4i0.140","title":"10.4115/jla.v4i0.140","year":2016,"lang":"pt","type":"dataset","venue":"Inactive DOIs","topic":"Advanced Topology and Set Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Business; Aeronautics; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001151362,0.00403234,0.002206269,0.005826069,0.001431443,0.005235972,0.005096703,0.003301915,0.2505412],"category_scores_gemma":[0.00602437,0.0007135053,0.002256271,0.008366378,0.0007420842,0.001942371,0.004386127,0.002432242,0.4480527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785159,"about_ca_system_score_gemma":0.002137651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101717,"about_ca_topic_score_gemma":0.01889265,"domain_scores_codex":[0.9988201,0.0001759405,0.0001259485,0.0003774432,0.0002283417,0.0002721591],"domain_scores_gemma":[0.9981152,0.0003032889,0.0002144451,0.0006873516,0.0003688357,0.0003109571],"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":[0.0001507478,0.00007138825,0.001982818,0.001942382,0.00004702353,0.00003282537,0.00003921349,0.0002857625,0.0002499601,0.0007304084,0.9857304,0.00873711],"study_design_scores_gemma":[0.0004825686,0.00006892356,0.004327933,0.0007355731,0.00004650846,0.0001307166,0.0001313592,0.0006396465,0.0006746575,0.002124817,0.9906082,0.0000291319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004245205,0.0003053239,0.0001050218,0.0001553321,0.0001034919,0.0000335339,0.9954063,0.001110971,0.002355607],"genre_scores_gemma":[0.001017075,0.0001828201,0.0003768497,0.0001205202,0.00003764877,0.0001451373,0.9960748,0.000111808,0.001933234],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7494588,"threshold_uncertainty_score":0.8381436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285642106586066,"score_gpt":0.3337614926244449,"score_spread":0.3051972819658383,"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."}}