{"id":"W7034850147","doi":"","title":"Water Hydraulic Modeler - Canada-Markham","year":2017,"lang":"en","type":"other","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001205141,0.001702078,0.001522218,0.002170209,0.001824357,0.002914462,0.00293937,0.001492536,0.2290907],"category_scores_gemma":[0.001923335,0.001127638,0.0006354822,0.002615498,0.001007595,0.002321008,0.00168134,0.002067371,0.1452775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004776435,"about_ca_system_score_gemma":0.012828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2005704,"about_ca_topic_score_gemma":0.3475225,"domain_scores_codex":[0.9989986,0.00004214876,0.00002889726,0.0001983746,0.0006285998,0.0001033718],"domain_scores_gemma":[0.9985331,0.0001673967,0.00006573881,0.0002431748,0.0007844039,0.0002060865],"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":[0.000224019,0.0000666434,0.0008524833,0.0006528311,0.00002349926,0.0002380425,0.0002548692,0.00412599,0.01955082,0.0446818,0.5874394,0.3418896],"study_design_scores_gemma":[0.00004246334,0.00001520973,0.001039201,0.0001132186,0.00002602156,0.0001547308,0.00006764055,0.008854156,0.01902614,0.005326721,0.9652836,0.00005087026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004423759,0.002125712,0.2285132,0.001398362,0.0005949583,0.0003399582,0.0483673,0.07354362,0.6406931],"genre_scores_gemma":[0.02585512,0.003399679,0.1037711,0.0003201963,0.00007959871,0.0005241315,0.02774177,0.01951867,0.8187897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7994297,"threshold_uncertainty_score":0.7663847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005076000052183921,"score_gpt":0.2291256363448582,"score_spread":0.2240496362926743,"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."}}