{"id":"W7056494410","doi":"","title":"The Evan Bray Show - Brian Lilley - April 21st, 2025","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thursday; Politics; Ridiculous; Joins; Independence (probability theory)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005228295,0.0004485071,0.0002766238,0.0004544073,0.003938685,0.003716714,0.0005587909,0.002658144,0.3147118],"category_scores_gemma":[0.001102038,0.0002770463,0.0003108445,0.000366868,0.0004741197,0.001649866,0.001785335,0.003421787,0.1505128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251471,"about_ca_system_score_gemma":0.002341304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04280595,"about_ca_topic_score_gemma":0.1970622,"domain_scores_codex":[0.9996062,0.00002668789,0.000006284731,0.00004268647,0.000155421,0.0001627511],"domain_scores_gemma":[0.9996296,0.00002869654,0.000009282478,0.00001718443,0.0001175649,0.0001975195],"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":[0.00001353195,0.000007093878,0.00006815344,0.000008533048,6.527236e-7,0.00002303437,0.00001348156,0.000007359497,0.00003719731,0.001568523,0.9954282,0.002824244],"study_design_scores_gemma":[0.000002469536,0.000002882839,0.0003132971,0.00001476667,5.828658e-7,0.00000953882,0.00006512914,0.00001399074,0.00004975071,0.0002064146,0.9993191,0.000002061616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001235225,0.002402098,0.0002011357,0.03123816,0.01270702,0.00003977505,0.002187477,0.0004009923,0.9495881],"genre_scores_gemma":[0.00326331,0.0002897459,0.00004259266,0.003711045,0.0002662684,0.00001079137,0.0003889093,0.00008372309,0.9919436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6852882,"threshold_uncertainty_score":0.9774804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009599601036007611,"score_gpt":0.2526556115482856,"score_spread":0.243056010512278,"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."}}