{"id":"W2999167300","doi":"10.5070/p536146399","title":"Parks Canada’s adaptation framework and workshop approach: Lessons learned across a diverse series of adaptation workshops","year":2020,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada","funders":"","keywords":"Adaptation (eye); Nova scotia; Climate change adaptation; Geography; Process (computing); Climate change; Environmental resource management; Library science; Political science; Computer science; Archaeology; Ecology; Environmental science; Psychology","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":[0.06193585,0.001159562,0.000732384,0.002430367,0.03549086,0.01477848,0.008756147,0.004090383,0.007943763],"category_scores_gemma":[0.03072067,0.0009945612,0.001014623,0.004082392,0.01156578,0.006163682,0.01450515,0.009977125,0.001560108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1274924,"about_ca_system_score_gemma":0.3104832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8473019,"about_ca_topic_score_gemma":0.9437881,"domain_scores_codex":[0.9602728,0.021428,0.000804939,0.00270244,0.006971716,0.007820132],"domain_scores_gemma":[0.9517261,0.009447236,0.000746277,0.00228191,0.01765756,0.01814086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003353962,0.001430727,0.008444105,0.001674749,0.00007728303,0.002091303,0.3721735,0.003899705,0.002850926,0.05219439,0.3133099,0.241518],"study_design_scores_gemma":[0.0001007154,0.0001204017,0.00963721,0.001532501,0.00002889657,0.0001845447,0.249889,0.000844018,0.000914782,0.007568943,0.7289459,0.0002331636],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1860102,0.009194095,0.1065575,0.3084394,0.009185735,0.01552761,0.004138926,0.003135173,0.3578115],"genre_scores_gemma":[0.6879351,0.005595165,0.1532836,0.03894262,0.0004073453,0.01208578,0.002753966,0.001130628,0.09786583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1526981,"threshold_uncertainty_score":0.9250261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09023676423941873,"score_gpt":0.290366740677712,"score_spread":0.2001299764382932,"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."}}