{"id":"W2273047290","doi":"","title":"Video - Riparian management in Alberta's forests: Where we are - where we are going. Presentation by John Stadt.","year":2013,"lang":"en","type":"article","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Riparian zone; Environmental resource management; Forestry; Geography; Business; Environmental science; Ecology","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":[0.0004462784,0.000773881,0.0002335396,0.000529236,0.001716469,0.00150834,0.0007366394,0.00127152,0.1064803],"category_scores_gemma":[0.0008314244,0.0001964439,0.0002285686,0.0006532615,0.0004466048,0.0006284126,0.00110027,0.001974959,0.009452523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803462,"about_ca_system_score_gemma":0.002182159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3287252,"about_ca_topic_score_gemma":0.742339,"domain_scores_codex":[0.9999089,0.00001099896,0.000001515384,0.000008266092,0.00003348157,0.00003675204],"domain_scores_gemma":[0.9995296,0.00009463941,0.00001252947,0.00001054111,0.000138531,0.0002141494],"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":[0.00005648217,0.00001670303,0.0004765004,0.00008245152,0.000004192836,0.0002185276,0.0002872927,0.0001202932,0.0004205435,0.0002222593,0.9848263,0.01326836],"study_design_scores_gemma":[0.00004348991,0.00002912566,0.0134527,0.0003227813,0.0000169194,0.0001496928,0.002616966,0.0003834099,0.0002866611,0.0004572109,0.9822219,0.00001920101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02655569,0.03056075,0.003692234,0.103067,0.05563344,0.0006561398,0.05505971,0.003492524,0.7212826],"genre_scores_gemma":[0.1277083,0.02153465,0.006113907,0.01612515,0.01359184,0.0003024966,0.0250538,0.0008303483,0.7887395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6712748,"threshold_uncertainty_score":0.6536236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006772879196654475,"score_gpt":0.2136039982942459,"score_spread":0.2068311190975914,"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."}}