{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007117526,0.001145135,0.001583087,0.0003837783,0.0005296548,0.00005008708,0.001202314,0.001726558,0.07716188],"category_scores_gemma":[0.002235838,0.0009346609,0.0004847518,0.0002655545,0.001095422,0.0003992159,0.0005985795,0.001584309,0.05883537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008236989,"about_ca_system_score_gemma":0.0003020444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004647825,"about_ca_topic_score_gemma":0.00007882268,"domain_scores_codex":[0.9953575,0.0007917832,0.0009174808,0.001262584,0.0005079515,0.001162732],"domain_scores_gemma":[0.9925213,0.003444626,0.001091466,0.002241843,0.000377435,0.0003233111],"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":[0.001014552,0.0005693993,0.0000030393,0.0004471607,0.0007205984,0.0003264378,0.0003785555,4.80328e-7,0.00005441391,0.02738582,0.964152,0.004947501],"study_design_scores_gemma":[0.001063052,0.0004664847,0.00000822425,0.0004386254,0.0004099553,0.00008167978,0.0005137192,0.000002792166,0.000704036,0.1791383,0.8162171,0.0009560841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002451954,0.0007328572,0.004324248,0.0006535178,0.001723652,0.0009083815,0.9670402,0.0001536222,0.02421832],"genre_scores_gemma":[0.002378951,0.001433687,0.001092975,0.001223911,0.003182573,0.0004332443,0.6044903,0.000425469,0.3853388],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3625499,"threshold_uncertainty_score":0.9995694,"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."}}