{"id":"W6962600511","doi":"10.17608/k6.auckland.8207762","title":"Policy Briefing: Community Energy and Climate Change: Promising and Cautionary Tales in Canada","year":2019,"lang":"en","type":"other","venue":"University of Auckland Data Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Indigenous; Politics; Energy (signal processing); Climate change; Energy policy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001769017,0.0002338063,0.0004268093,0.0004272595,0.0002183465,0.00001977289,0.0005516498,0.0001820976,0.00001179865],"category_scores_gemma":[0.00001867001,0.0002857119,0.00001631752,0.0001451037,0.0002741078,0.0002262506,0.00155393,0.0002570557,0.000001981096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905185,"about_ca_system_score_gemma":0.001106484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966599,"about_ca_topic_score_gemma":0.9909198,"domain_scores_codex":[0.9986955,0.0003027709,0.0001430144,0.000384925,0.0002185741,0.0002552344],"domain_scores_gemma":[0.9983558,0.00009101984,0.0003354664,0.001077301,0.00002464621,0.0001157716],"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":[0.0005098899,0.000282467,0.2218193,0.002687011,0.0004636188,0.001124744,0.002323143,0.000005565239,0.0007496485,0.001388443,0.7641329,0.00451337],"study_design_scores_gemma":[0.0027865,0.00007943525,0.1176601,0.002106719,0.0002544059,0.0003296294,0.00476195,0.0007581593,0.00002713597,0.00001855658,0.8702385,0.0009788929],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2125255,0.01177237,0.00001639403,0.0004745728,0.0006125686,0.001379068,0.03960096,0.0003288756,0.7332897],"genre_scores_gemma":[0.7920765,0.00963452,0.00106774,0.0002848907,0.0007016191,0.000001255029,0.01392059,0.0009912271,0.1813216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5795511,"threshold_uncertainty_score":0.9999595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02411849514215298,"score_gpt":0.2121916165393621,"score_spread":0.1880731213972092,"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."}}