{"id":"W2315989349","doi":"10.1061/9780784412657.007","title":"Curbing it at the Source: Tehachapi Renewable Transmission Project—Segments 4-11","year":2012,"lang":"en","type":"article","venue":"","topic":"Power Line Inspection Robots","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Electricity; Electric power transmission; Engineering; Wind power; Transmission (telecommunications); Business; Telecommunications; Transport engineering; Electrical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220066,0.0006976929,0.0002676366,0.001375574,0.004173295,0.002768923,0.0007431977,0.001301676,0.1702347],"category_scores_gemma":[0.001687415,0.0003674634,0.0003125032,0.0009165019,0.0006462664,0.001625728,0.003215021,0.002191251,0.06636956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001439618,"about_ca_system_score_gemma":0.005677745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02591295,"about_ca_topic_score_gemma":0.06821547,"domain_scores_codex":[0.9992195,0.00003528276,0.00001577801,0.00005950166,0.0005263191,0.0001435878],"domain_scores_gemma":[0.9988177,0.00007978326,0.00006825441,0.0001029219,0.0007360883,0.0001952701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004846159,0.0001031384,0.002253029,0.000206765,0.000007987996,0.0004753557,0.0007323718,0.0003428134,0.003631576,0.005918254,0.8161616,0.1701186],"study_design_scores_gemma":[0.00001058768,0.00005785758,0.00341084,0.00007174232,0.000005844149,0.000259133,0.0008574281,0.000257543,0.002070886,0.0006198643,0.992364,0.00001432969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02131222,0.00110874,0.01838616,0.01147721,0.002683728,0.0008097794,0.003579443,0.005179379,0.9354633],"genre_scores_gemma":[0.05268786,0.001136484,0.01021595,0.001504513,0.0001309277,0.0001983872,0.002685411,0.001234964,0.9302054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1702347,"threshold_uncertainty_score":0.5694917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938987340868292,"score_gpt":0.2476091175874433,"score_spread":0.2282192441787604,"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."}}