{"id":"W2259880476","doi":"10.1080/02646811.2010.11435247","title":"A Survey of Solar Hot Water Heating Initiatives: Lessons for Policy-Makers","year":2010,"lang":"en","type":"article","venue":"Journal of Energy & Natural Resources Law","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solar water heating; Renewable energy; Software deployment; Incentive; Solar energy; Business; Environmental economics; Heating system; Renewable heat; Electricity; Natural resource economics; Engineering; Economics; Waste heat","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":[],"consensus_categories":[],"category_scores_codex":[0.001240439,0.0001139071,0.0002944873,0.0001312791,0.0003690438,0.00007207883,0.0003817665,0.0001386005,0.00002489426],"category_scores_gemma":[0.001797589,0.00008287698,0.0001980379,0.0002354669,0.0004958366,0.0003390411,0.00003013878,0.0003620836,5.535458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009164217,"about_ca_system_score_gemma":0.0003905105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2954755,"about_ca_topic_score_gemma":0.5175155,"domain_scores_codex":[0.9984416,0.0002137934,0.0004116385,0.0001111327,0.0004035285,0.0004183444],"domain_scores_gemma":[0.9980475,0.0007292618,0.0004601509,0.0001113823,0.0004321868,0.0002194897],"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":[0.0005932548,0.00009493787,0.001140282,0.00003523608,0.0002532221,0.00002418743,0.02504197,0.000131622,0.01610395,0.9418726,0.007746906,0.006961828],"study_design_scores_gemma":[0.000760157,0.0001626216,0.01667933,0.0000864329,0.0000271989,0.00001423809,0.0005609946,0.0000495608,0.01042692,0.004135715,0.9668715,0.0002253412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679395,0.000599421,0.00004389088,0.01959657,0.0006385886,0.00008779782,0.0002247309,0.000009894164,0.01085962],"genre_scores_gemma":[0.9954897,0.00006314234,0.0001992522,0.002002817,0.001062317,0.000001659309,0.000003766171,0.00001341618,0.001163985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9591246,"threshold_uncertainty_score":0.7092161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486235044406086,"score_gpt":0.3209979588464994,"score_spread":0.2961356084024385,"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."}}