{"id":"W7098393372","doi":"","title":"on Waterborne Disease Organisms in Surface Water of British Columbia A Problem Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Corporation; Product (mathematics); Service (business); Cataloging; Information system","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":[0.0005611235,0.0004723618,0.0003644575,0.003208994,0.00179183,0.001678577,0.000640018,0.0005100647,0.003106342],"category_scores_gemma":[0.002622206,0.0002032912,0.0002882094,0.007009761,0.000774338,0.0007396021,0.0008408886,0.0006710498,0.0003468501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01564319,"about_ca_system_score_gemma":0.02239088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762087,"about_ca_topic_score_gemma":0.9786033,"domain_scores_codex":[0.9992574,0.00006522387,0.00004143487,0.00009883617,0.0003334239,0.0002036934],"domain_scores_gemma":[0.997489,0.0003273423,0.0001955622,0.00006861494,0.00171061,0.0002088619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001937937,0.0001411831,0.7125841,0.0007622575,0.0001502516,0.0008085904,0.003827947,0.01097502,0.002350451,0.003796467,0.06585188,0.198558],"study_design_scores_gemma":[0.000009823599,0.00005237307,0.9362359,0.0001654435,0.00005730019,0.0001157692,0.01331134,0.009083928,0.001003727,0.001010103,0.03892227,0.00003194849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095212,0.003818518,0.003035158,0.004932539,0.000098438,0.0003581268,0.04435013,0.0001152704,0.03377066],"genre_scores_gemma":[0.933807,0.005502253,0.004819565,0.0004170845,0.00004559856,0.000143925,0.02853987,0.00004256179,0.02668213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02379131,"threshold_uncertainty_score":0.1134998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005846217413055368,"score_gpt":0.1995069478150281,"score_spread":0.1936607304019728,"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."}}