{"id":"W4286282552","doi":"10.14430/arctic75055","title":"Empowering Churchill: Exploring Energy Security in Northern Manitoba","year":2022,"lang":"en","type":"article","venue":"ARCTIC","topic":"Global Energy Security and Policy","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Churchill Northern Studies Centre; University of Winnipeg","funders":"University of Winnipeg","keywords":"Context (archaeology); Agency (philosophy); Energy security; Per capita; Electricity; Energy consumption; Consumption (sociology); Energy (signal processing); Renewable energy; Environmental resource management; Sociology; Geography; Environmental science; Engineering; Archaeology; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168261,0.0001776032,0.0001911907,0.0001705395,0.0002427094,0.00002609552,0.0003329488,0.00003816302,0.0003731225],"category_scores_gemma":[0.00004558809,0.0002111662,0.00009420947,0.0004751236,0.00003248697,0.000183282,0.0003532842,0.0003291001,0.00005170842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00035258,"about_ca_system_score_gemma":0.00003895744,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2238018,"about_ca_topic_score_gemma":0.4600355,"domain_scores_codex":[0.9984984,0.0001693204,0.0002567675,0.0003128557,0.0002792613,0.000483333],"domain_scores_gemma":[0.999404,0.0000671273,0.00005804337,0.0003487195,0.00001962507,0.0001025375],"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":[0.0000746553,0.0002425507,0.009526387,0.00003106923,0.00004812055,0.0002745431,0.004628689,0.09703573,0.000180846,0.8796613,0.00007361537,0.008222507],"study_design_scores_gemma":[0.001060832,0.0001423515,0.01376105,0.00003577833,0.00001598543,0.0001027843,0.002663441,0.001031882,0.0004703818,0.0483058,0.9318164,0.0005933258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485958,0.0002874795,0.00000168272,0.0003867264,0.0005758847,0.00004241363,0.000007694111,0.0001278512,0.04997443],"genre_scores_gemma":[0.9985878,0.00006329812,0.00002015363,0.0007741457,0.0002081787,0.0001540702,0.00003105016,0.00003671251,0.0001245505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9317428,"threshold_uncertainty_score":0.8611107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361613004674851,"score_gpt":0.2420366017452666,"score_spread":0.2184204716985181,"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."}}