{"id":"W3043746934","doi":"","title":"The Saskatchewan River Basin - a large scale observatory for transdisciplinary science","year":2012,"lang":"en","type":"article","venue":"AGUFM","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Observatory; Structural basin; Geography; Drainage basin; Hydrology (agriculture); Environmental science; Water resource management; Geology; Cartography; Geomorphology","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":[0.0005215423,0.0004133602,0.0003496324,0.001604795,0.002303571,0.001541075,0.0006493918,0.0003813648,0.004613801],"category_scores_gemma":[0.001005041,0.0003272631,0.0002111746,0.005129924,0.0007226714,0.0007309027,0.001818904,0.0004464334,0.000769051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009781612,"about_ca_system_score_gemma":0.03279073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8993025,"about_ca_topic_score_gemma":0.9813999,"domain_scores_codex":[0.9996569,0.00005980299,0.000017014,0.00007794851,0.00009722744,0.00009099877],"domain_scores_gemma":[0.9986793,0.0001829841,0.0001548446,0.0001999906,0.0005313412,0.0002514161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003773932,0.0001469907,0.8304654,0.0002374876,0.000190709,0.0006456783,0.004520722,0.002368838,0.01356255,0.003573209,0.03553586,0.1083752],"study_design_scores_gemma":[0.00002936554,0.0000241667,0.9611967,0.00006989527,0.0000311664,0.0000833289,0.005144961,0.001548998,0.001588283,0.000650025,0.02960031,0.00003281009],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9167161,0.0007432736,0.003527191,0.00112876,0.00006623114,0.0004870353,0.05334683,0.0003326335,0.02365188],"genre_scores_gemma":[0.9385686,0.0008355342,0.01468422,0.0005506066,0.00001635961,0.0009380145,0.01475905,0.0001475846,0.0295],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1006975,"threshold_uncertainty_score":0.2025809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135884257680159,"score_gpt":0.2425133811125062,"score_spread":0.2289249553444903,"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."}}