{"id":"W7083882012","doi":"","title":"The Evan Bray Show - Belton Johnson - August 8th, 2025","year":2025,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Range (aeronautics); Recipe; White (mutation)","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":[0.0003931978,0.0004438304,0.0002588106,0.0004800281,0.002228027,0.002759002,0.0004711418,0.00135254,0.6959184],"category_scores_gemma":[0.0008379039,0.0002505133,0.0002283211,0.0003450286,0.0003215457,0.001397888,0.001625689,0.00190364,0.5010647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195921,"about_ca_system_score_gemma":0.001555015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219428,"about_ca_topic_score_gemma":0.1081031,"domain_scores_codex":[0.9997919,0.00001535955,0.000003820976,0.00002374985,0.00009195549,0.00007313195],"domain_scores_gemma":[0.9995804,0.00002900219,0.000009950239,0.00001887876,0.0001542828,0.0002073465],"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":[0.00001214435,0.000008761379,0.00005012064,0.000008535957,3.339219e-7,0.00001142962,0.00001141586,0.000006097919,0.00003732334,0.0006107554,0.9933273,0.005915796],"study_design_scores_gemma":[0.000002160103,0.000003146599,0.0002155783,0.00001921526,3.916527e-7,0.000007534583,0.0000581655,0.00001198354,0.00004166132,0.0001094794,0.9995292,0.000001555395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006620128,0.0008404917,0.0002004711,0.00662501,0.003363554,0.000038013,0.001782759,0.0006867375,0.985801],"genre_scores_gemma":[0.0008416189,0.0001361717,0.00003893464,0.0006459827,0.00004989623,0.000005256632,0.0002215231,0.00008689402,0.9979739],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3040816,"threshold_uncertainty_score":0.4337354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348131460785621,"score_gpt":0.281083409048275,"score_spread":0.2576020944404188,"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."}}