{"id":"W7098264886","doi":"","title":"Lake Water and Sediment I. Characteristics and Water Chemistry of Some Canadian East Coast Lakes1","year":2014,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alkalinity; Salinity; Sediment; Wetland; Hydrology (agriculture); Productivity; Biogeochemistry; Water chemistry; Limnology","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":[0.0001706897,0.0002776334,0.0002694378,0.002411437,0.002722835,0.001050526,0.0003689748,0.0002091725,0.001756826],"category_scores_gemma":[0.0004591939,0.0002256335,0.0002261105,0.005812248,0.0006694226,0.0003281945,0.0004808542,0.0001711244,0.0001880947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235769,"about_ca_system_score_gemma":0.006524041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665514,"about_ca_topic_score_gemma":0.9881902,"domain_scores_codex":[0.9996829,0.000007298899,0.0000244824,0.00003880313,0.0001354503,0.0001111305],"domain_scores_gemma":[0.9995223,0.00002229648,0.00007915743,0.000008714957,0.0002890559,0.00007843618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002544741,0.00002224862,0.9692532,0.0002114547,0.00005037144,0.0005382305,0.003664691,0.0003258733,0.006689332,0.0002709868,0.001670465,0.01704864],"study_design_scores_gemma":[0.000002474349,0.00001657973,0.9946731,0.000009106828,0.00001096506,0.00007282389,0.001053483,0.00007707523,0.0003401007,0.00001534652,0.003720658,0.000008324886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915211,0.0005128858,0.00005623156,0.00007938903,0.000003204569,0.00002587958,0.003284935,0.00001606379,0.004500297],"genre_scores_gemma":[0.9930781,0.0005359637,0.0003932408,0.00005010028,0.000003051869,0.00002082005,0.002758981,0.000007376251,0.003152325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03344858,"threshold_uncertainty_score":0.08966178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492486605983089,"score_gpt":0.1580334425421944,"score_spread":0.1431085764823635,"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."}}