{"id":"W7133270029","doi":"","title":"Reductions in phosphorus loads to Lake Winnipeg","year":2023,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0001655779,0.0004390723,0.0002007395,0.0006440268,0.001779663,0.001253462,0.0008788631,0.0003357082,0.01965303],"category_scores_gemma":[0.0007204019,0.0002157679,0.0004574223,0.0006689649,0.0003193022,0.0002711621,0.000975945,0.0003469862,0.001746491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01734931,"about_ca_system_score_gemma":0.02173904,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9615103,"about_ca_topic_score_gemma":0.9870144,"domain_scores_codex":[0.999727,0.00001625691,0.000007314803,0.00003689554,0.00009558383,0.000117062],"domain_scores_gemma":[0.9997653,0.000005273894,0.00001420191,0.000006880482,0.0001486952,0.00005960023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005536732,0.0004653258,0.1624444,0.002207021,0.0005215817,0.002365038,0.00457464,0.0141234,0.1245959,0.01734926,0.2266207,0.439196],"study_design_scores_gemma":[0.000420772,0.0005065899,0.430324,0.0002699367,0.00025432,0.0001891271,0.004379396,0.005341619,0.02720126,0.00174255,0.529299,0.00007138542],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.716144,0.001370648,0.001885541,0.007328729,0.0004658077,0.0007152293,0.01382124,0.0007296002,0.2575392],"genre_scores_gemma":[0.7076382,0.001260268,0.004893786,0.001058029,0.0000263897,0.0002043842,0.003619493,0.0002301723,0.2810692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0384897,"threshold_uncertainty_score":0.1258786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009751332056773,"score_gpt":0.2448895671932506,"score_spread":0.2347920538726828,"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."}}