{"id":"W4237931610","doi":"10.5864/d2016-004","title":"Creating and testing a survey to assess the impact of renewable energy technologies on quality of life","year":2016,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Renewable energy; Environmental economics; Quality (philosophy); Business; Engineering; Economics; Electrical engineering; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002068618,0.0002069671,0.0005064129,0.00002543896,0.0001420654,0.000004442984,0.0002701913,0.00005555011,0.0003642993],"category_scores_gemma":[0.0009274032,0.0001077485,0.00007878266,0.0002172193,0.0003427299,0.0001095128,0.0003305695,0.00007563478,0.00002783657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000320623,"about_ca_system_score_gemma":0.00002362343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01300783,"about_ca_topic_score_gemma":0.0003589819,"domain_scores_codex":[0.9977783,0.0005332775,0.0006533496,0.0003260997,0.0003542204,0.0003547673],"domain_scores_gemma":[0.9978525,0.0009490729,0.0004950833,0.0005179878,0.000001601551,0.0001837402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005404265,0.0002320186,0.7474455,0.0003038211,0.00002765294,4.823073e-7,0.00006707383,0.002232112,0.007305107,0.00003495954,0.001778104,0.2405191],"study_design_scores_gemma":[0.0001895919,0.0006092925,0.9956173,0.001177346,0.000005938665,0.000002556279,0.00003112886,0.00001058913,0.00118448,0.00009177085,0.0009292627,0.0001507947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838559,0.01190924,0.0005435157,0.001236759,0.0000240931,0.0004869464,0.0001091384,0.00003604382,0.001798363],"genre_scores_gemma":[0.9708308,0.02761811,0.0006087541,0.0007213987,0.000006210199,0.00002746113,0.00000518339,0.00001572279,0.0001663534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481717,"threshold_uncertainty_score":0.9935646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345139026801663,"score_gpt":0.3710921318898205,"score_spread":0.2365782292096542,"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."}}