{"id":"W6981519477","doi":"","title":"Episode 78 - Theo Fleury","year":2020,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Cavitation Phenomena in Pumps","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; League; Descent (aeronautics); Subject (documents); African descent","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":["insufficient_payload"],"category_scores_codex":[0.0001143912,0.001139829,0.001010638,0.0008042535,0.00002108651,0.0001723058,0.001650007,0.0002467451,0.02290276],"category_scores_gemma":[0.00008028931,0.00118388,0.0005354082,0.0001865682,0.0003633712,0.0001039053,0.0007085754,0.001385135,0.01247223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063942,"about_ca_system_score_gemma":0.0000405491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002521011,"about_ca_topic_score_gemma":0.005947092,"domain_scores_codex":[0.9964691,0.0002106863,0.0008417084,0.001066601,0.0005257237,0.0008861115],"domain_scores_gemma":[0.997927,0.0003759091,0.0002630632,0.0009003521,0.00001875191,0.000514934],"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":[0.00006378408,0.0000509166,0.0000945967,0.0004107167,0.0007622365,0.0001688707,0.00266761,0.0002505646,0.000522784,0.00644841,0.9875996,0.0009598962],"study_design_scores_gemma":[0.0006193505,0.0001606944,0.00013225,0.0007788221,0.00009819636,0.00004836322,0.00004720378,0.01462737,0.000416196,0.003892555,0.9780326,0.001146381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001020724,0.0009923165,0.03953259,0.0001189515,0.002342703,0.0007928337,0.001589145,0.002421017,0.9521084],"genre_scores_gemma":[0.01233109,0.0003241568,0.006254361,0.0005882282,0.001602782,0.0002128316,0.001370445,0.00218968,0.9751264],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03327823,"threshold_uncertainty_score":0.9990611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01023114835772199,"score_gpt":0.2175714081602489,"score_spread":0.207340259802527,"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."}}