{"id":"W247007988","doi":"","title":"Green diesel from Fischer-Tropsch Synthesis: challenges and hurdles.","year":2007,"lang":"en","type":"article","venue":"","topic":"Catalysts for Methane Reforming","field":"Chemical Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fischer–Tropsch process; Diesel fuel; Renewable energy; Syngas; Context (archaeology); Vegetable oil refining; Waste management; Renewable fuels; Fossil fuel; Biogas; Environmental science; Engineering; Biodiesel; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002769726,0.0001714064,0.0002425349,0.00007355132,0.00003200941,0.00000716896,0.0001450041,0.0001312822,0.0001329457],"category_scores_gemma":[0.0001891568,0.000139374,0.00006273565,0.00006410542,0.00003755074,0.0001371171,0.0001244953,0.0001747877,0.00006155464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006202823,"about_ca_system_score_gemma":0.000005108156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101029,"about_ca_topic_score_gemma":0.0003539939,"domain_scores_codex":[0.998977,0.000007526387,0.0002253055,0.0002733885,0.000185307,0.0003314633],"domain_scores_gemma":[0.9991297,0.0003876697,0.00003714219,0.0002786944,0.00002092496,0.0001458309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004830584,0.0000557027,0.0004561703,0.0001553253,0.0002564748,0.00005134999,0.001461863,0.000003341145,0.549226,0.004430751,0.0000419225,0.4438128],"study_design_scores_gemma":[0.0004766573,0.00002286071,0.006304997,0.0001374683,0.00009936493,0.0000171282,0.002241851,0.001080855,0.9734716,0.001169597,0.01438216,0.0005954831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932422,0.0118082,0.001908648,0.0005846072,0.0001026851,0.0001122452,0.00001090361,0.0004102495,0.0526404],"genre_scores_gemma":[0.9950516,0.0005796077,0.002475613,0.00003815675,0.0002727874,0.000009909878,0.000006313441,0.00004406376,0.00152197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4432173,"threshold_uncertainty_score":0.5683506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447759603075375,"score_gpt":0.2387834481394286,"score_spread":0.2143058521086749,"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."}}