{"id":"W7028222926","doi":"","title":"The Evan Bray Show - Rhonda Blackmore - October 18th, 2024","year":2024,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathogenicity; Statistical analysis","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":[0.000227208,0.001192497,0.0007996202,0.0007799886,0.00004589344,0.0006425263,0.001974114,0.0002979736,0.01225535],"category_scores_gemma":[0.00008147167,0.0008571044,0.0006716846,0.0002637374,0.0005865504,0.00008393215,0.0009421294,0.002615219,0.01122916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001336954,"about_ca_system_score_gemma":0.00006074006,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002918069,"about_ca_topic_score_gemma":0.01961995,"domain_scores_codex":[0.9959674,0.0001302668,0.00070513,0.001050376,0.000781049,0.001365735],"domain_scores_gemma":[0.9978542,0.0004467565,0.00009494162,0.001124862,0.00002922742,0.0004500251],"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":[0.00004692929,0.00001489018,0.00002265019,0.0007671666,0.001042453,0.0002697225,0.001125497,0.0003734438,0.0002700669,0.002819774,0.9903997,0.002847765],"study_design_scores_gemma":[0.0002763363,0.0001124687,0.00007219319,0.001599185,0.00009558052,0.0001262212,0.00004757896,0.0383478,0.0002069241,0.00356091,0.954628,0.0009268338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002951141,0.006768044,0.003444581,0.000173581,0.006498702,0.0007608369,0.001090865,0.001748279,0.97922],"genre_scores_gemma":[0.01654171,0.001235186,0.0004174874,0.0000507006,0.001828065,0.0001499729,0.000330102,0.001702038,0.9777448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03797436,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008330722349088498,"score_gpt":0.2322046926975061,"score_spread":0.2238739703484176,"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."}}