{"id":"W2181953681","doi":"","title":"PRINCIPAL FACTORS AFFECTING ESCHERICHIA COLI AT LAKE WINNIPEG BEACHES, MANITOBA, CANADA","year":2004,"lang":"en","type":"article","venue":"","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Principal (computer security)","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":[0.000444964,0.0004532978,0.0003554583,0.001818783,0.003139454,0.001730669,0.001054273,0.0003504723,0.001577958],"category_scores_gemma":[0.001613716,0.0004735384,0.0002982919,0.003075822,0.001138017,0.0003903997,0.000912959,0.0004918567,0.000215055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908508,"about_ca_system_score_gemma":0.02307605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907568,"about_ca_topic_score_gemma":0.9973451,"domain_scores_codex":[0.9992805,0.00007866469,0.00003328922,0.00007877759,0.0002643057,0.0002645392],"domain_scores_gemma":[0.9981959,0.0001132926,0.000281303,0.00002118632,0.00104492,0.0003433575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001294534,0.00004768583,0.9920412,0.0000458223,0.00004723273,0.0001804854,0.00148311,0.0001353457,0.001609324,0.00007489132,0.0004380627,0.003767516],"study_design_scores_gemma":[0.000002786363,0.00002297739,0.996664,0.00001354205,0.00001379995,0.00003222141,0.002613133,0.00008694623,0.0001549949,0.000009598501,0.000381044,0.00000492629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971175,0.0002947624,0.00009149993,0.0001338426,0.000005563866,0.00004958235,0.0005995692,0.000007879557,0.001699788],"genre_scores_gemma":[0.9962265,0.0004482495,0.0003891016,0.00007748843,0.000004195425,0.00002007187,0.0004400602,0.000005362854,0.002389016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908508,"threshold_uncertainty_score":0.1384726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291867633182802,"score_gpt":0.2169985017234403,"score_spread":0.1940798253916123,"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."}}