{"id":"W4246591708","doi":"10.24124/2012/bpgub819","title":"A sky-high challenge: The carbon footprint of aviation in British Columbia, Canada, and measures to mitigate it.","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil aviation; Greenhouse gas; Carbon footprint; Aviation; Business; Government (linguistics); Incentive; Transport engineering; Environmental science; Engineering; Economics","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":[0.0002828109,0.000482768,0.0002002722,0.001293036,0.003887098,0.003789425,0.0008350386,0.0007363629,0.004101735],"category_scores_gemma":[0.00104148,0.00016818,0.0003109364,0.004690336,0.00103049,0.001265184,0.001067775,0.001323166,0.0004741534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05574261,"about_ca_system_score_gemma":0.06286912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974571,"about_ca_topic_score_gemma":0.9989212,"domain_scores_codex":[0.9995073,0.00002816579,0.000008758494,0.00004327868,0.0002266709,0.0001857719],"domain_scores_gemma":[0.9993871,0.00002848391,0.00002910479,0.0000152472,0.0004078251,0.0001321956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002730227,0.0001224635,0.3872962,0.0008700574,0.0002238415,0.0013573,0.006666856,0.01255989,0.002998249,0.03583653,0.2645777,0.2872178],"study_design_scores_gemma":[0.00001614313,0.00004911181,0.6725561,0.0007695975,0.0001198263,0.0001954728,0.03661743,0.008692017,0.001595414,0.004523896,0.274703,0.0001619478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6976365,0.02396771,0.003018308,0.03418995,0.0006193939,0.0001780008,0.02836308,0.0002622744,0.2117647],"genre_scores_gemma":[0.948009,0.007726288,0.002100563,0.001561104,0.00003072995,0.00004209561,0.005240532,0.00007848349,0.03521115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05574261,"threshold_uncertainty_score":0.4044428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007872811149733767,"score_gpt":0.2025044698713927,"score_spread":0.194631658721659,"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."}}