{"id":"W7099878867","doi":"","title":"SYNOPTIC WATER QUALITY SURVEY OF SELECTED HALIFAX REGIONAL MUNICIPALITY LAKES","year":2015,"lang":"en","type":"article","venue":"","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water quality; Subject matter; Quality (philosophy); Citation; Technical report","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":[0.000357662,0.0001175212,0.0001148593,0.001909781,0.0003603564,0.0003550632,0.0001772776,0.0001411118,0.001328986],"category_scores_gemma":[0.0002880377,0.00009533297,0.00009945784,0.002537339,0.0001783432,0.0002398341,0.0003329621,0.00006541802,0.0001859683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001155616,"about_ca_system_score_gemma":0.0009813574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1743572,"about_ca_topic_score_gemma":0.4410485,"domain_scores_codex":[0.9998615,0.00002198229,0.0000261138,0.00003091311,0.00004475005,0.0000148139],"domain_scores_gemma":[0.9996048,0.00003704485,0.0001324096,0.00001808141,0.0001693006,0.00003844238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002985616,0.00007310177,0.9559382,0.0002858589,0.0001556518,0.0002852568,0.001476839,0.001437132,0.006319163,0.0002812982,0.01156464,0.02188421],"study_design_scores_gemma":[0.0000028011,0.00001461917,0.9976464,0.000007986593,0.000009111518,0.00002174796,0.0005376645,0.0002657479,0.0001683787,0.00001193978,0.001311122,0.000002528889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798993,0.000152043,0.0002622779,0.0001240617,0.000005470209,0.00007089959,0.01478238,0.0000519404,0.004651574],"genre_scores_gemma":[0.9850162,0.0002057236,0.0008844088,0.0000400272,0.00000921351,0.00009366356,0.01073049,0.000006424802,0.003013927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8256428,"threshold_uncertainty_score":0.3466846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2400288172850452,"score_gpt":0.2937624808239204,"score_spread":0.05373366353887521,"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."}}