{"id":"W1830472427","doi":"","title":"Optimisation de la production du biodiesel à partir d'huiles de microalgues et d'huiles usées","year":2013,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","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":[0.000353508,0.000222426,0.0002301653,0.0001214432,0.0005061618,0.00004157667,0.0004187206,0.0002365654,0.0001412818],"category_scores_gemma":[0.0001083043,0.000233196,0.0002431658,0.0003024578,0.001575955,0.0004454138,0.0001541511,0.0002770384,0.0001192349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001004063,"about_ca_system_score_gemma":0.0001862231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297166,"about_ca_topic_score_gemma":0.001384207,"domain_scores_codex":[0.9987914,0.0002264839,0.0002673061,0.0002774888,0.0001705498,0.0002667707],"domain_scores_gemma":[0.999137,0.00008203659,0.0001001178,0.0003293313,0.0002486567,0.0001028434],"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":[0.00004510693,0.0008150574,0.01083332,0.004138291,0.0004326652,0.000001903689,0.01739328,0.3499475,0.5174794,0.03524726,0.05270619,0.01096013],"study_design_scores_gemma":[0.0007132184,0.00005869792,0.1977116,0.002640237,0.000443743,0.000152164,0.001695764,0.05478332,0.481086,0.002528864,0.2576517,0.0005348185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141693,0.02132561,0.04097796,0.008649155,0.001026071,0.0006326421,0.00004006108,0.0001535249,0.01302565],"genre_scores_gemma":[0.9629939,0.006580325,0.02746925,0.00001969869,0.0002192823,0.000005255009,0.00001597719,0.00001630716,0.002680022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951641,"threshold_uncertainty_score":0.9509459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084986713737977,"score_gpt":0.2010661587265525,"score_spread":0.1902162915891728,"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."}}