{"id":"W7106008787","doi":"10.7939/83141","title":"Capturing Carbon, Weighing Choices: Essays in Climate Policy, Willingness to Pay, and Heterogeneous Preferences","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Climate change; Greenhouse gas; Renewable energy; Climate change mitigation; Portfolio; Public policy; Energy policy; Fossil fuel; Carbon capture and storage (timeline)","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":[0.00009819718,0.0002212832,0.0004311093,0.0004193526,0.0003492598,0.00008574302,0.0006397044,0.0003773101,0.00009036176],"category_scores_gemma":[0.00009836537,0.0002561698,0.00008419777,0.0006925195,0.0001082086,0.0005767047,0.0001729047,0.0001982212,0.000001399796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023258,"about_ca_system_score_gemma":0.0007894264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4107317,"about_ca_topic_score_gemma":0.6718445,"domain_scores_codex":[0.9985269,0.0001522298,0.0002020707,0.0004402386,0.0002718773,0.0004066647],"domain_scores_gemma":[0.999123,0.0003027231,0.0002130145,0.0001641037,0.00004234276,0.0001548347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009287158,0.0002734038,0.2766495,0.001946386,0.0004187861,0.0001290466,0.5808041,0.002357699,0.00009851088,0.05891013,0.0006387181,0.07684496],"study_design_scores_gemma":[0.002976025,0.0002813049,0.07702183,0.009365889,0.0004925604,0.000001531004,0.7266644,0.0004469151,0.002890001,0.02948227,0.1463197,0.004057605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7609411,0.0002928819,7.512226e-7,0.000432919,0.0003498055,0.0002036719,0.000007540129,0.00004430303,0.2377271],"genre_scores_gemma":[0.9576617,0.003295853,0.0002928218,0.00007473695,0.0002182521,0.000001562027,0.0001310168,0.0000250901,0.03829893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2611127,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008989698110647924,"score_gpt":0.2306517697702246,"score_spread":0.2216620716595767,"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."}}