{"id":"W7033311180","doi":"","title":"Poster from University of British Columbia, Okanagan","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003061205,0.0005329954,0.001231947,0.0004326377,0.0001049396,0.0001449088,0.001594911,0.00210382,0.07974705],"category_scores_gemma":[0.00003828156,0.00107436,0.0004169205,0.0009171371,0.0006131142,0.0001928218,0.0006745392,0.001124202,0.01266456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482264,"about_ca_system_score_gemma":0.0001225589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3077895,"about_ca_topic_score_gemma":0.3511661,"domain_scores_codex":[0.996666,0.0001836826,0.000445237,0.001041178,0.0007390273,0.0009249084],"domain_scores_gemma":[0.9965621,0.00009396785,0.0009702601,0.001919046,0.0001056165,0.0003490512],"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":[0.00002724395,0.0002321283,0.004492684,0.00006741018,0.0004145124,0.0001724455,0.0000520871,2.722431e-7,0.0003209336,0.00001384192,0.978827,0.01537942],"study_design_scores_gemma":[0.001135863,0.0000457964,0.009347463,0.001529968,0.0004727559,0.00002973866,0.0001165279,0.000003854524,0.00002204761,0.0001705705,0.9860027,0.001122683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004554321,0.0048538,0.0003223132,0.00004354414,0.001006665,0.001260994,0.02059249,0.003364772,0.9640011],"genre_scores_gemma":[0.03086013,0.0003283377,0.003551562,0.00006500197,0.0006386602,0.000004554944,0.001031746,0.002949577,0.9605705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06708249,"threshold_uncertainty_score":0.9991916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613144340237171,"score_gpt":0.1760624152775032,"score_spread":0.170449270937266,"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."}}