{"id":"W3131003902","doi":"10.22215/etd/2017-12106","title":"\"As It Flows Down from the North\": Confluences of Water Stewardship Emerging from the Ottawa River Watershed","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Stewardship (theology); Politics; Anthropocene; Geography; Watershed; Environmental stewardship; Sustenance; Recreation; Environmental planning; Political science; Environmental resource management; Environmental ethics; Environmental science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001169991,0.0002074914,0.0003573811,0.00116175,0.0186107,0.007261179,0.001055376,0.0009156578,0.004300341],"category_scores_gemma":[0.002273555,0.0003311492,0.0002365204,0.002403836,0.01497289,0.00345343,0.007166984,0.002656415,0.0003110242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02648974,"about_ca_system_score_gemma":0.025896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8622981,"about_ca_topic_score_gemma":0.9720791,"domain_scores_codex":[0.9983187,0.0005703449,0.00004007009,0.0002298072,0.0001947993,0.0006463212],"domain_scores_gemma":[0.9982094,0.0003609684,0.0002894696,0.000105229,0.0003359757,0.0006990612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006092773,0.00003803528,0.0666843,0.00005879526,0.00001910702,0.0008175058,0.9074442,0.00007823313,0.0006281292,0.006859315,0.006003619,0.0113078],"study_design_scores_gemma":[0.000001649794,0.00001153044,0.07229749,0.00006570461,0.000008877257,0.0000486975,0.9141693,0.00003309057,0.0000801658,0.0004188737,0.01284939,0.00001531688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661245,0.0004620392,0.0001489533,0.006780603,0.0000471107,0.00002703011,0.0001472421,0.00001067638,0.02625189],"genre_scores_gemma":[0.9939334,0.000434121,0.0001530499,0.0005864656,0.00001029313,0.000016419,0.00006863519,0.00001177704,0.004785817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1377019,"threshold_uncertainty_score":0.2770257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02551971009791085,"score_gpt":0.3189011473493667,"score_spread":0.2933814372514558,"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."}}