{"id":"W4415586393","doi":"10.21083/crrf.v30i1.7466","title":"Aboriginal Business Leaders’ Perceptions of Bioenergy Innovation","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Congress of Aboriginal Peoples; University of Alberta; University of Winnipeg","funders":"","keywords":"Framing (construction); Biomass (ecology); Renewable energy; Perception; Bioenergy; Resource (disambiguation); Natural resource","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000737158,0.0002684186,0.000414101,0.001076611,0.001407049,0.0002852899,0.0008028705,0.0003561494,0.0004452725],"category_scores_gemma":[0.001274102,0.0002672415,0.0001520602,0.01365355,0.001418724,0.001396833,0.0000384261,0.000150062,0.000007653123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826701,"about_ca_system_score_gemma":0.003752879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3572563,"about_ca_topic_score_gemma":0.4833527,"domain_scores_codex":[0.9974,0.00005572214,0.001027948,0.0003232267,0.0007348754,0.0004582207],"domain_scores_gemma":[0.992259,0.00004430205,0.001217412,0.000167358,0.006192843,0.00011914],"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":[0.0000157563,0.00004512947,0.04147162,0.0004007192,0.00007547362,3.240489e-8,0.00394276,0.0003821477,0.005223119,0.927956,0.005642844,0.01484444],"study_design_scores_gemma":[0.002058176,0.0001572801,0.3595978,0.006913361,0.00113465,0.000003529223,0.1461082,0.001680485,0.0141947,0.08958197,0.3767768,0.00179308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240376,0.0003089431,0.0006515131,0.0213629,0.002927693,0.001052836,0.00004293691,0.00004673443,0.04956884],"genre_scores_gemma":[0.9902586,0.001111934,0.0001834916,0.000394972,0.0002738668,0.00003193584,0.00006868808,0.00002344907,0.007653042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.838374,"threshold_uncertainty_score":0.999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01587971366059362,"score_gpt":0.3041117123592633,"score_spread":0.2882319986986697,"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."}}