{"id":"W7132889418","doi":"","title":"Fischer-Tropsch Sustainable Aviation Fuel: An Assessment of Pioneer Plants and Canadian Supply","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Greenhouse gas; Production (economics); Investment (military); Capital investment; Aviation fuel; Aviation biofuel; Biomass (ecology)","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":[0.0005539036,0.0004134804,0.0002733594,0.00250561,0.002983222,0.002059815,0.0006659304,0.0004039823,0.004444918],"category_scores_gemma":[0.0009348231,0.0002425041,0.000456273,0.005188465,0.0005873865,0.0008416361,0.0007679639,0.0005310012,0.0002832918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05914037,"about_ca_system_score_gemma":0.05691123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9905196,"about_ca_topic_score_gemma":0.9972795,"domain_scores_codex":[0.999132,0.00001466738,0.000008969343,0.00004209686,0.0006499977,0.0001524205],"domain_scores_gemma":[0.99918,0.0000509798,0.00005016187,0.00001205077,0.0006184917,0.00008821532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008701178,0.0002516813,0.3337228,0.001868613,0.0003240264,0.00151674,0.00712323,0.03367021,0.02402529,0.08653617,0.04005201,0.4700391],"study_design_scores_gemma":[0.00003538242,0.0002205201,0.6936488,0.0004681294,0.0002505103,0.0002607604,0.0117491,0.01452362,0.00753433,0.00447245,0.2667009,0.0001355921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7003945,0.01009464,0.002084521,0.003444189,0.00003888617,0.0002487273,0.01096318,0.00006977835,0.2726616],"genre_scores_gemma":[0.9280971,0.01209481,0.002487661,0.0001783491,0.00001375384,0.00005152245,0.003432839,0.00003821994,0.05360573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05914037,"threshold_uncertainty_score":0.4290954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035608526055637,"score_gpt":0.3193938129641208,"score_spread":0.3090377277035645,"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."}}