{"id":"W4237157300","doi":"10.1002/9781119181002.ch11","title":"Renewability and Sustainability","year":2016,"lang":"en","type":"other","venue":"Geothermal Energy","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Renewable energy; Geothermal energy; Geothermal gradient; Geothermal heating; Renewable heat; Sustainable development; Environmental science; Natural resource economics; Environmental economics; Heat exchanger; Business; Waste heat; Geology; Economics; Engineering; Ecology; Geophysics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001732122,0.0005316034,0.0005780146,0.0001882857,0.0001025412,0.0000419825,0.0003504009,0.0005861655,0.01390615],"category_scores_gemma":[0.00003894718,0.0004089545,0.0001591263,0.0001312383,0.0003521339,0.00005089253,0.0001643448,0.000119887,0.0002178436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001258029,"about_ca_system_score_gemma":0.0001560233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1301463,"about_ca_topic_score_gemma":0.01222145,"domain_scores_codex":[0.9977158,0.000167321,0.0004034679,0.0008607348,0.0002543126,0.0005983209],"domain_scores_gemma":[0.9981698,0.00007261767,0.0002839347,0.001145467,0.00008404954,0.000244081],"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":[0.00005127545,0.0001554374,0.0002395149,0.0002883146,0.0002473524,0.00001779243,0.00005169293,0.0009063471,0.0002228801,0.7362721,0.1285587,0.1329886],"study_design_scores_gemma":[0.0003950146,0.00002190812,0.00031058,0.00007195603,0.00002681585,0.00001141887,0.00002360178,0.0001058596,0.00005528944,0.006694429,0.9917668,0.0005164038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002188425,0.001437309,0.0009525686,0.0005591218,0.0002551917,0.0002026001,0.00008615469,0.0007236974,0.9955645],"genre_scores_gemma":[0.03468081,0.000239309,0.0000808224,0.0002583506,0.0010522,0.0002945944,0.00003823028,0.0007659728,0.9625897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8632081,"threshold_uncertainty_score":0.9998362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006247932459150647,"score_gpt":0.2274075658233259,"score_spread":0.2211596333641753,"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."}}