{"id":"W4389329824","doi":"10.36939/ir.202312051543","title":"Strengthening energy security through community energy planning in Churchill, Manitoba","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Churchill Northern Studies Centre","keywords":"Energy security; Renewable energy; Energy planning; Government (linguistics); Fossil fuel; Energy consumption; Tourism; Energy (signal processing); Engineering; Geography; Business; Environmental economics; Environmental resource management; Economics; Waste management; Archaeology; Electrical engineering","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002069184,0.000944662,0.001073617,0.0003157112,0.0004808555,0.0001541144,0.001165113,0.001167037,0.0004731619],"category_scores_gemma":[0.0001637436,0.001019773,0.0003540927,0.0008189483,0.00007656949,0.0003748044,0.0002232696,0.002000119,0.00004387656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672045,"about_ca_system_score_gemma":0.0002088566,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6861096,"about_ca_topic_score_gemma":0.7868354,"domain_scores_codex":[0.9958499,0.0009015253,0.001056665,0.0006912171,0.0005697365,0.0009309356],"domain_scores_gemma":[0.9980133,0.0003469976,0.0004371244,0.0008307824,0.0001059462,0.0002658748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002245748,0.0002272507,0.00002567311,0.0001527714,0.0001683823,0.0000943746,0.01521607,0.002587711,0.0001086901,0.9676816,0.003630878,0.009882014],"study_design_scores_gemma":[0.0009914829,0.0001559068,0.0002984168,0.0004892966,0.00007861971,0.00001460838,0.02620909,0.0008841559,0.005149005,0.08624456,0.8781586,0.001326302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1191259,0.001453336,0.00003439615,0.0001766439,0.0008684741,0.00007145941,0.00005645406,0.0004737963,0.8777395],"genre_scores_gemma":[0.9834466,0.0005844848,0.0002162447,0.002623872,0.0007575806,0.00007304197,0.009595145,0.0001632865,0.002539771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8814371,"threshold_uncertainty_score":0.9992253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262115808823304,"score_gpt":0.278714819922814,"score_spread":0.2525032390404837,"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."}}