{"id":"W3114236652","doi":"","title":"Innovative Canadian Process Technology For Biodiesel Production","year":2010,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raw material; Biodiesel; Renewable energy; Biodiesel production; Process (computing); Production (economics); Yield (engineering); Product (mathematics); Waste management; Natural resource economics; Quality (philosophy); Business; Environmental economics; Environmental science; Process engineering; Engineering; Economics; Computer science; Materials science","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":[0.0002170608,0.0001041654,0.0001354925,0.0004984821,0.0001865119,0.00003294542,0.0001477642,0.0001303879,0.00001970137],"category_scores_gemma":[0.0001468905,0.00009902554,0.0000239568,0.001048211,0.0005066157,0.0004115873,0.00002084488,0.0001142444,0.000005817897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002217781,"about_ca_system_score_gemma":0.00009751763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007851743,"about_ca_topic_score_gemma":0.001128414,"domain_scores_codex":[0.9991828,0.000002270871,0.0003645411,0.000144915,0.0001308685,0.0001746182],"domain_scores_gemma":[0.9989338,0.00001693414,0.0001061176,0.0002329838,0.0006369263,0.00007324062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008325985,0.0003743389,0.003245309,0.0009332263,0.000172948,2.551323e-7,0.00006526858,0.001447445,0.1290266,0.7512113,0.06702223,0.04641779],"study_design_scores_gemma":[0.0004623265,0.0001261475,0.01274477,0.00004161232,0.00003431687,0.00002711947,0.00006417172,0.0002456784,0.2936981,0.004068168,0.6880912,0.0003964854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255245,0.0001411278,0.01073628,0.004529584,0.002030793,0.001258329,0.0007030619,0.0005984081,0.05447797],"genre_scores_gemma":[0.9949652,0.00001432375,0.004050205,0.00002354942,0.0000261173,0.0001718307,0.0006704918,0.000005757242,0.00007253249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7471432,"threshold_uncertainty_score":0.4038144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036492824208801,"score_gpt":0.2267930034629815,"score_spread":0.2164280752208934,"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."}}