{"id":"W4242690271","doi":"10.32920/ryerson.14662662","title":"Degree Of Compliance With Public Consultation For Awarded Wind Turbine Contracts Under LRP I Process","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Laurentian University","funders":"","keywords":"Wind power; Government (linguistics); Procurement; Renewable energy; Process (computing); Business; Electricity; Public engagement; Public consultation; Scale (ratio); Public relations; Public administration; Operations management; Environmental economics; Engineering; Political science; Marketing; Economics; Civil engineering; Computer science; Geography","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"],"consensus_categories":[],"category_scores_codex":[0.0001443532,0.0003204113,0.0005513171,0.00008110591,0.0000487619,0.0001339983,0.0002170476,0.0002908298,0.0001111914],"category_scores_gemma":[0.0001919045,0.0002701258,0.0000902642,0.0001726117,0.0001212474,0.0002237209,0.00005224531,0.0003733308,4.901626e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191905,"about_ca_system_score_gemma":0.0004689152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004402093,"about_ca_topic_score_gemma":0.0002428908,"domain_scores_codex":[0.9986116,0.00002420666,0.0004321763,0.0003809699,0.0002299083,0.0003211509],"domain_scores_gemma":[0.9977173,0.0002211736,0.0001383359,0.0004105354,0.001420645,0.00009199601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004395718,0.0004114282,0.004046981,0.03120436,0.002292801,0.00001796652,0.003883504,0.9288319,0.002569848,0.01068687,0.001407928,0.01420681],"study_design_scores_gemma":[0.02197743,0.001048683,0.1978633,0.003648733,0.00130602,0.0001453439,0.04105366,0.4400064,0.05096672,0.2293109,0.005808463,0.006864327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5203856,0.0004038758,0.4662967,0.0004659908,0.0003636217,0.001678034,0.00006776732,0.0002734554,0.01006497],"genre_scores_gemma":[0.9907244,0.0000139042,0.008452809,0.00007706353,0.00006219316,0.00008521236,0.0003667605,0.00004589239,0.0001717345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4888255,"threshold_uncertainty_score":0.9999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478734770936033,"score_gpt":0.2722198708203626,"score_spread":0.2274325231110023,"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."}}