{"id":"W7116040755","doi":"10.82417/pwnv-cr15","title":"Feasibility of highway wind and solar energy harvesting using VAWT in Canada","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wind power; Renewable energy; Solar energy; Turbine; Electricity generation; Solar power; Power (physics); Photovoltaic system","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":[0.0004770733,0.0005453411,0.0009460226,0.0006239779,0.00005938124,0.00004557151,0.0003239651,0.000339528,0.0004879142],"category_scores_gemma":[0.0004836668,0.0005989763,0.00006647358,0.0007259278,0.0001476188,0.00009695863,0.0002698803,0.0004030994,0.0000128282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708661,"about_ca_system_score_gemma":0.004810052,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890739,"about_ca_topic_score_gemma":0.997753,"domain_scores_codex":[0.9971731,0.0003638436,0.0004650527,0.0008753085,0.0005271967,0.000595519],"domain_scores_gemma":[0.9980977,0.0001994143,0.0006041105,0.000835585,0.00008279581,0.0001804131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003162976,0.0003574321,0.5192102,0.002368931,0.0007131033,0.0006080213,0.0007265861,0.002556807,0.01406548,0.001782164,0.4525375,0.004757487],"study_design_scores_gemma":[0.005104916,0.00007372759,0.07830153,0.009785575,0.0005004185,0.00004319378,0.0009230092,0.005390953,0.006636107,0.0002555555,0.8894034,0.003581641],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2397811,0.01207385,0.0005478318,0.0004290436,0.002519399,0.002128179,0.004382815,0.0006253744,0.7375124],"genre_scores_gemma":[0.4125916,0.00004832959,0.002735896,0.0001147501,0.0002462111,0.000007853549,0.00007392941,0.001294456,0.5828869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4409087,"threshold_uncertainty_score":0.9996462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073206260929677,"score_gpt":0.2530999428641223,"score_spread":0.2323678802548255,"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."}}