{"id":"W7016317451","doi":"","title":"William Inglis (Canadian 158663)","year":2011,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; George (robot); Ticket; Launched","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":[0.0005489282,0.0007387523,0.0005094388,0.001553308,0.00475568,0.003807533,0.0006837167,0.001820667,0.6044678],"category_scores_gemma":[0.001629869,0.0002985866,0.0003007301,0.001413282,0.0007787799,0.001614439,0.001820871,0.001719524,0.356967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006367283,"about_ca_system_score_gemma":0.008350418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2392359,"about_ca_topic_score_gemma":0.5820945,"domain_scores_codex":[0.9992663,0.00003615025,0.00001841487,0.0001716749,0.0003532177,0.0001542257],"domain_scores_gemma":[0.9986777,0.00004989234,0.00003258437,0.00004991043,0.0006164405,0.000573464],"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":[0.000008179089,0.000003993088,0.0001036232,0.00001745605,6.928062e-7,0.00006231674,0.00003194648,0.00002444733,0.0000506276,0.00254494,0.9640107,0.03314104],"study_design_scores_gemma":[8.166077e-7,0.000001836537,0.0001403393,0.00001639986,4.471544e-7,0.00005318666,0.00002485675,0.000008824823,0.00003262472,0.0001892724,0.9995285,0.000002829325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005680608,0.004564605,0.0006466142,0.01299765,0.004954946,0.00004095814,0.002005294,0.0006003604,0.9736215],"genre_scores_gemma":[0.001293643,0.000896546,0.0001522441,0.001210182,0.0001713891,0.000004690919,0.000261089,0.0001098989,0.9959002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6044678,"threshold_uncertainty_score":0.5641786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005440423583306445,"score_gpt":0.1901126390327555,"score_spread":0.1846722154494491,"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."}}