{"id":"W2004425044","doi":"10.1080/07438140609353880","title":"A Review of the Components, Coefficients and Technical Assumptions of Ontario's Lakeshore Capacity Model","year":2006,"lang":"en","type":"review","venue":"Lake and Reservoir Management","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University; Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Precambrian; Environmental science; Phosphorus; Christian ministry; Shore; Shield; Productivity; Hydrology (agriculture); Environmental resource management; Geology; Law; Geotechnical engineering; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152039,0.001176442,0.0008386544,0.002713065,0.0004542558,0.00112924,0.002116283,0.0007473137,0.002617256],"category_scores_gemma":[0.002809231,0.0005948058,0.00058927,0.004800208,0.000688526,0.001169615,0.000435207,0.0007064672,0.001473116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007223374,"about_ca_system_score_gemma":0.007349141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2250901,"about_ca_topic_score_gemma":0.1998531,"domain_scores_codex":[0.9995215,0.0000596583,0.00005012219,0.00006284357,0.0002789237,0.00002695324],"domain_scores_gemma":[0.9988593,0.000383193,0.00008988107,0.00004424437,0.0005934414,0.00002988315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006700356,0.00006080664,0.002177547,0.01053338,0.0001467845,0.0002866026,0.0002399984,0.03863311,0.001140011,0.05977859,0.07879268,0.8081434],"study_design_scores_gemma":[0.000008815308,0.00004101816,0.001954473,0.00239495,0.0001303011,0.0001944719,0.00006823922,0.00922331,0.0007399997,0.007689091,0.9774932,0.00006207715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003128035,0.9242639,0.03051543,0.002305651,0.00056069,0.0001346494,0.00198106,0.0002667425,0.03684385],"genre_scores_gemma":[0.02069482,0.9524994,0.01554097,0.0002860364,0.0002192685,0.0001228662,0.001323625,0.00006636921,0.009246636],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7749099,"threshold_uncertainty_score":0.4475599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363923605682424,"score_gpt":0.2602334717747795,"score_spread":0.223841111206537,"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."}}