{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000766494,0.0005618543,0.0003180644,0.0007749652,0.007159873,0.003125166,0.0007631737,0.003407211,0.2269812],"category_scores_gemma":[0.002028481,0.0002608618,0.0003952774,0.0006694583,0.0007247909,0.00213581,0.004412849,0.004442977,0.05980393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640121,"about_ca_system_score_gemma":0.003026807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04800048,"about_ca_topic_score_gemma":0.1745771,"domain_scores_codex":[0.9990767,0.00005757637,0.00002623208,0.000104922,0.0002176973,0.0005167926],"domain_scores_gemma":[0.9994874,0.00002806883,0.00002302004,0.00002539423,0.0000980635,0.0003380928],"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":[0.00007030696,0.00004467951,0.001302354,0.00005840565,0.000002978076,0.001797022,0.001221646,0.00002363565,0.0002465538,0.01193718,0.9620022,0.02129303],"study_design_scores_gemma":[0.000002866857,0.00000681695,0.0007575115,0.00003933714,4.705674e-7,0.0002940023,0.0005990026,0.000005767225,0.00003088011,0.0002931159,0.9979677,0.000002540844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009398194,0.001142137,0.0002523281,0.01462619,0.006021329,0.0001454357,0.002459128,0.0001406716,0.9658147],"genre_scores_gemma":[0.02032227,0.0005971352,0.0001112115,0.008319612,0.0007615043,0.00008411366,0.0009218676,0.0001478709,0.9687344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7730188,"threshold_uncertainty_score":0.7593278,"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."}}