{"id":"W4231480224","doi":"10.1007/978-94-007-0753-5_104459","title":"Watershed Health","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Watershed; Environmental science; Water resource management; Geography; Computer science; Computer vision","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003260681,0.0005806935,0.0002893247,0.001001921,0.001443349,0.002847673,0.0006713073,0.001419998,0.2033675],"category_scores_gemma":[0.0005493603,0.0002324525,0.0002396119,0.000934074,0.0007780052,0.001413125,0.002215807,0.001755323,0.05145857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180058,"about_ca_system_score_gemma":0.003295937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112336,"about_ca_topic_score_gemma":0.044523,"domain_scores_codex":[0.9997529,0.00003411467,0.000007548095,0.0000434551,0.0001280735,0.00003391084],"domain_scores_gemma":[0.9998645,0.00001965921,0.000006718666,0.00001318074,0.00005698837,0.00003908034],"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":[0.00001003635,0.00004031866,0.000235434,0.00009433508,0.000003072618,0.00009731056,0.0002920699,0.0001639477,0.0005126689,0.04986239,0.7150204,0.233668],"study_design_scores_gemma":[8.429676e-7,0.000001977322,0.00009962279,0.00003809476,6.563166e-7,0.00002783762,0.00006872429,0.00002808883,0.00006620429,0.00282383,0.996843,0.000001170822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004728007,0.005845446,0.001923116,0.006209839,0.001568789,0.00004592258,0.0003145487,0.0002073322,0.9834121],"genre_scores_gemma":[0.002022549,0.002974098,0.0008560274,0.001139455,0.0002323366,0.00002318561,0.0002197716,0.00005203635,0.9924805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2033675,"threshold_uncertainty_score":0.6803319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03528897291164251,"score_gpt":0.2753385228009729,"score_spread":0.2400495498893304,"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."}}