{"id":"W6890449076","doi":"10.34992/qy8x-sv30","title":"Lake Winnipeg Basin Program Symposium Summary Report, 2022","year":2023,"lang":"en","type":"report","venue":"UMANCEOS","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Structural basin; Hydrology (agriculture); Vegetation (pathology)","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":[0.0008522523,0.0007644891,0.0003396327,0.001190079,0.001993452,0.002669072,0.001154139,0.000698771,0.1284652],"category_scores_gemma":[0.001393535,0.0005655039,0.0003219938,0.001443071,0.0002244821,0.0005722776,0.00106438,0.0008332073,0.02476333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008016103,"about_ca_system_score_gemma":0.04486224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8916275,"about_ca_topic_score_gemma":0.9567659,"domain_scores_codex":[0.9993969,0.0000327181,0.00001183377,0.00004503783,0.0003817155,0.0001318132],"domain_scores_gemma":[0.9990456,0.00002656554,0.00002525529,0.00002046695,0.0006594904,0.0002227069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006576309,0.00002374748,0.0006866652,0.00004810973,0.000004907655,0.00002577742,0.0000320044,0.0001002112,0.0001207895,0.0005008638,0.9901989,0.00819237],"study_design_scores_gemma":[0.00003322062,0.00001219755,0.006563244,0.00003849828,0.000008328871,0.000007769747,0.000161536,0.0001046139,0.0003163319,0.0001113702,0.9926364,0.00000647721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01212654,0.002780658,0.001288937,0.02143125,0.004700839,0.002041259,0.3067519,0.001101955,0.6477768],"genre_scores_gemma":[0.005638099,0.00110619,0.001341132,0.001274663,0.00009591617,0.0002667422,0.02787141,0.0002518413,0.962154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1284652,"threshold_uncertainty_score":0.429759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06709240135521166,"score_gpt":0.3585401719744795,"score_spread":0.2914477706192678,"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."}}