{"id":"W6968388753","doi":"10.5281/zenodo.3548182","title":"Future of BTL Products in Europe - Proceedings of the second COMSYN workshop 23 – 24 May 2019","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glencore (Canada); Petro-Canada","funders":"European Commission","keywords":"Biofuel; Aviation biofuel; Czech; Work (physics); Thematic map; European union; Test (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00255855,0.0009149807,0.0004661799,0.001151765,0.0009478552,0.005738182,0.0009593748,0.00270764,0.04447078],"category_scores_gemma":[0.0009622712,0.0002880012,0.0007406976,0.0009103548,0.0005727848,0.002008052,0.0038754,0.001517353,0.014069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00207005,"about_ca_system_score_gemma":0.003501145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339718,"about_ca_topic_score_gemma":0.002929963,"domain_scores_codex":[0.9988902,0.0001375182,0.00005495266,0.0001237656,0.0004503756,0.0003433066],"domain_scores_gemma":[0.9990547,0.0001092358,0.00007050994,0.00005786663,0.0003187087,0.0003890111],"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":[0.0008272064,0.00033301,0.002207786,0.001806895,0.00007245773,0.001685592,0.000696379,0.002474186,0.02157547,0.03811165,0.6754615,0.2547479],"study_design_scores_gemma":[0.00001127356,0.00006026591,0.001598974,0.0002653868,0.000008516774,0.0001532562,0.0003066375,0.0001187199,0.00219516,0.001279177,0.9939914,0.00001113652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05547665,0.09345336,0.01117092,0.05676175,0.05777761,0.0003273881,0.004832618,0.000711962,0.7194877],"genre_scores_gemma":[0.1145644,0.03498192,0.007781604,0.008379254,0.005000126,0.0002176577,0.008942957,0.0005273198,0.8196048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04447078,"threshold_uncertainty_score":0.1487696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802471428518377,"score_gpt":0.2045740660437084,"score_spread":0.1865493517585247,"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."}}