{"id":"W6931675262","doi":"10.5683/sp3/m2iv1y","title":"Federated Identity Management: Spring 2006","year":2006,"lang":"en","type":"dataset","venue":"Borealis","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identity (music); Presentation (obstetrics); General partnership; Identity management; Spring (device)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005316784,0.0004386475,0.0006086982,0.0004828522,0.0004162856,0.001716025,0.002097627,0.0003069152,0.00098122],"category_scores_gemma":[0.0006307088,0.0003445933,0.0003128926,0.00079594,0.0001173856,0.0005038312,0.0005866333,0.0003911356,0.001027688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837567,"about_ca_system_score_gemma":0.00005533145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.102784,"about_ca_topic_score_gemma":0.1160239,"domain_scores_codex":[0.9918786,0.0003643363,0.001362075,0.001116908,0.004745775,0.0005322578],"domain_scores_gemma":[0.9969208,0.0002140597,0.0006033854,0.001694951,0.0004195805,0.0001471835],"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":[0.00001179054,0.0001592276,0.0002986772,0.00006089374,0.00005926527,0.00005681327,0.000002544997,0.00005810327,0.000001249081,0.0001562474,0.9969665,0.002168633],"study_design_scores_gemma":[0.0002684501,0.00002335343,0.007447476,0.00008118079,0.00009300382,0.0000014873,0.00002933765,0.00002268516,0.0000105586,0.005685581,0.9859599,0.0003770029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003258423,0.0002250972,0.0007905998,0.0002573592,0.0006823094,0.000544311,0.9835323,0.00005842019,0.013877],"genre_scores_gemma":[0.00003920065,0.0001754597,0.0002163738,0.0004134846,0.0003589989,0.00005010625,0.996666,0.00001616167,0.002064236],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0132399,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08751611499267774,"score_gpt":0.3551986874269533,"score_spread":0.2676825724342755,"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."}}