{"id":"W7070280727","doi":"","title":"Oklahoma Firefighter (Oklahoma City, Okla.), Vol. 19, No. 5, Ed. 1 Thursday, August 1, 2002","year":2002,"lang":"en","type":"other","venue":"The Gateway to Oklahoma History","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Information system; Association (psychology); Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006025179,0.00140703,0.001024357,0.0004612817,0.0003388576,0.0001003423,0.00239036,0.001441249,0.0482778],"category_scores_gemma":[0.0006589567,0.001166053,0.0006277714,0.0002507545,0.0006708428,0.00001435879,0.001120492,0.001146246,0.01440645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768368,"about_ca_system_score_gemma":0.0003156062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008308015,"about_ca_topic_score_gemma":0.0005165942,"domain_scores_codex":[0.9951139,0.0003376395,0.0009794865,0.001315706,0.0009368758,0.001316393],"domain_scores_gemma":[0.9947622,0.00007561147,0.0008693011,0.003352755,0.00029836,0.0006417385],"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":[0.0001092814,0.0001687948,0.0001811603,0.0002289676,0.0002644945,0.00003148692,0.0003559014,0.00003700236,0.001114385,0.0000438639,0.9954621,0.002002599],"study_design_scores_gemma":[0.0008780471,0.0004654285,0.0002863361,0.0002040993,0.0001753076,0.00009828112,0.00002525657,0.0001671708,0.0003059793,0.00001167901,0.9958604,0.001522025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001080421,0.01942603,0.000282696,0.0005182266,0.006153792,0.00144347,0.000293034,0.0005326098,0.9702697],"genre_scores_gemma":[0.000821911,0.00135113,0.001985525,0.004257143,0.00488541,0.00021327,0.0005638046,0.001198229,0.9847236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03387135,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096900180291361,"score_gpt":0.2207848515782445,"score_spread":0.2098158497753309,"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."}}