{"id":"W7052202219","doi":"","title":"REBUILDING OUR WATERS: An alternative view of Ontario cottage country through models of community engagement and shared environmental stewardship.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Work (physics); Stakeholder; Local community; Socioeconomic status; Community engagement; Community organization; Community development","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":[0.002003701,0.0006874504,0.0002576519,0.001164171,0.01565087,0.01194205,0.00279047,0.002477927,0.0104703],"category_scores_gemma":[0.002018651,0.0004516037,0.0006912938,0.001404325,0.0307529,0.006958225,0.007027307,0.002290527,0.0008397659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05771288,"about_ca_system_score_gemma":0.0403607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7566897,"about_ca_topic_score_gemma":0.8899403,"domain_scores_codex":[0.9977011,0.001101088,0.00004343309,0.0002828832,0.0003767371,0.0004947574],"domain_scores_gemma":[0.9985657,0.0002752341,0.0001024788,0.0002046328,0.0003146853,0.0005371393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003341731,0.00003937145,0.003371927,0.00009936589,0.00001071792,0.0004577195,0.1168436,0.001687906,0.000609806,0.8605244,0.005746364,0.01057535],"study_design_scores_gemma":[0.00004263911,0.0001112905,0.004074867,0.0002847755,0.00005859467,0.0002890814,0.1766927,0.006705598,0.0004955673,0.1737403,0.6374263,0.00007827953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1105754,0.0016888,0.06487109,0.03667811,0.0003592354,0.0003247542,0.0002353772,0.0002058531,0.7850612],"genre_scores_gemma":[0.913465,0.0008391722,0.01765643,0.001163765,0.00002062745,0.0002318042,0.00008029793,0.00009459153,0.06644844],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2433103,"threshold_uncertainty_score":0.4894863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02915764287750601,"score_gpt":0.2166770440929044,"score_spread":0.1875194012153984,"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."}}