{"id":"W3007235322","doi":"10.1002/047167849x.bio097","title":"Marine Oils as Biodiesel","year":2020,"lang":"en","type":"other","venue":"Bailey's Industrial Oil and Fat Products","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Biodiesel; Raw material; Biodiesel production; Environmental science; Waste management; Waste oil; Biomass (ecology); Biofuel; Diesel fuel; Petroleum; Engineering; Ecology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008359293,0.0004359068,0.0004480588,0.0001759058,0.00008299267,0.00008840179,0.0002201766,0.000577864,0.002038602],"category_scores_gemma":[0.0001399459,0.0004169934,0.00005352075,0.0004465056,0.0001454061,0.00005731578,0.0001373575,0.0006880031,0.001063955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003068357,"about_ca_system_score_gemma":0.00005272022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580867,"about_ca_topic_score_gemma":0.00001791134,"domain_scores_codex":[0.9984976,0.0000267008,0.0002960616,0.0006524667,0.0002024467,0.0003247183],"domain_scores_gemma":[0.9991678,0.0000141885,0.00008836694,0.000495309,0.00003411219,0.0002002018],"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":[0.00001040033,0.00002024178,0.00001038285,0.0001776382,0.00009458119,0.000005102307,0.00003963053,0.000001872905,0.0005698746,0.0004873628,0.8375195,0.1610634],"study_design_scores_gemma":[0.0005242661,0.00003271593,0.000005742604,0.00007352706,0.00006111933,0.00001325466,0.00002931236,0.000007220187,0.00312737,0.00007312847,0.9955897,0.0004626943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001602188,0.003373179,0.000006578628,0.007806707,0.003241713,0.0002896282,0.000215755,0.001758937,0.9831473],"genre_scores_gemma":[0.0007214704,0.008910815,0.001058224,0.0003003458,0.01515693,0.0001621264,0.0004136464,0.0005770311,0.9726994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1606007,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386991869850494,"score_gpt":0.216985954092392,"score_spread":0.1831160353938871,"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."}}