{"id":"W7056201169","doi":"","title":"Episode 6.111: Simon Ho, Jess Nicolette, Yaw Attuah, Alex Stephenson, Jonathan Yam & Alex Wood","year":2019,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parade; Championship; Favourite; Victory; Rumble; Hum","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002107768,0.001459165,0.001432755,0.0007510012,0.0000492141,0.0003191995,0.002067136,0.0004636349,0.01010551],"category_scores_gemma":[0.00004845969,0.00148271,0.0006009488,0.0001854889,0.0003863369,0.0001691049,0.0007993012,0.001279907,0.008532836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198444,"about_ca_system_score_gemma":0.00005347745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008483877,"about_ca_topic_score_gemma":0.01220058,"domain_scores_codex":[0.9952356,0.0002585947,0.001114062,0.001531111,0.0005619874,0.001298676],"domain_scores_gemma":[0.9970654,0.0004177216,0.0003658674,0.001685762,0.00004539347,0.0004198991],"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":[0.00005828998,0.0001384515,0.0002943425,0.000580889,0.0007427864,0.00005069056,0.001163975,0.0003183602,0.01165842,0.001450447,0.9828177,0.0007256397],"study_design_scores_gemma":[0.0009529771,0.0002028297,0.0002615956,0.001671692,0.0001677461,0.00005252087,0.0001392144,0.004049768,0.004852622,0.0007598799,0.9852236,0.001665593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0476688,0.001051208,0.01129549,0.0001997188,0.003828033,0.002266143,0.002818804,0.002421788,0.92845],"genre_scores_gemma":[0.1037113,0.0004222761,0.003426321,0.0003931327,0.00216323,0.0004847467,0.001564387,0.002061613,0.8857729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05604254,"threshold_uncertainty_score":0.9998158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01352878032819134,"score_gpt":0.2244028501518372,"score_spread":0.2108740698236459,"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."}}