{"id":"W4226219602","doi":"10.1109/ihtc53077.2021.9698897","title":"Clean Energy Transition in Remote Indigenous Communities: Hydrogen Energy","year":2021,"lang":"en","type":"article","venue":"","topic":"Hybrid Renewable Energy Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenous; Clean energy; Energy (signal processing); Hydrogen; Environmental science; Environmental protection; Ecology; Physics","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":[0.0004759705,0.0001125012,0.0001101899,0.0001948219,0.008201525,0.002514263,0.0005895332,0.001165823,0.00501467],"category_scores_gemma":[0.0005639341,0.00005964496,0.0001641598,0.0004076473,0.003159582,0.00198291,0.003711851,0.001546247,0.0002806109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008190551,"about_ca_system_score_gemma":0.02029774,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5828631,"about_ca_topic_score_gemma":0.8187519,"domain_scores_codex":[0.999505,0.00006512082,0.000004332886,0.00002066714,0.00011457,0.0002902602],"domain_scores_gemma":[0.9997595,0.00002629957,0.00001203944,0.00001121976,0.00005097581,0.0001398996],"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":[0.0002832818,0.0005951104,0.01800757,0.001250036,0.00004468012,0.006516926,0.1503082,0.001757676,0.00744191,0.4278519,0.08255839,0.3033842],"study_design_scores_gemma":[0.00002517967,0.0001481525,0.03238115,0.000535156,0.00002163019,0.0008392235,0.3022405,0.0007702631,0.003333686,0.02962734,0.6300068,0.0000708295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4630819,0.009605233,0.002839917,0.05489748,0.0008016073,0.000174587,0.0001750504,0.0001019401,0.4683223],"genre_scores_gemma":[0.9581736,0.003499848,0.001374719,0.00244934,0.00004323033,0.00003628121,0.00006999297,0.00002025757,0.03433276],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5828631,"threshold_uncertainty_score":0.839187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315734567697376,"score_gpt":0.2136696458028906,"score_spread":0.2005123001259169,"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."}}