{"id":"W60648400","doi":"","title":"Le décanteur centrifuge Alfa-Laval : apport d'un nouvel outil pour le prétraitement de la vendange thermotraitée avant fermentation","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Centrifuge; Medicine; Humanities; Art; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001497207,0.001111961,0.001017158,0.0008038151,0.001158084,0.001748424,0.001081306,0.00157255,0.003158264],"category_scores_gemma":[0.001733999,0.0007826083,0.0007240619,0.0003494809,0.0005978497,0.0009253103,0.0008694573,0.001034117,0.001521222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009915781,"about_ca_system_score_gemma":0.001126269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808574,"about_ca_topic_score_gemma":0.002890248,"domain_scores_codex":[0.9989159,0.0002044398,0.00005901775,0.0002300754,0.0004153334,0.0001752157],"domain_scores_gemma":[0.9987722,0.0005265988,0.00009716372,0.0001775688,0.0002859818,0.0001404498],"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":[0.001153282,0.0001137447,0.001349861,0.0001228914,0.00002431198,0.000147622,0.0001418951,0.0006537081,0.9654517,0.0002957881,0.0007513866,0.0297938],"study_design_scores_gemma":[0.00007001994,0.0005493648,0.004329085,0.00001722927,0.00006554564,0.0002443297,0.000067753,0.0047945,0.9821352,0.00007968004,0.007600121,0.0000472384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030088,0.00435728,0.08355954,0.001022306,0.0006400182,0.000275241,0.0006074496,0.002984534,0.003544966],"genre_scores_gemma":[0.9335636,0.001966147,0.05062502,0.0003557634,0.0001676539,0.0001595918,0.0008646225,0.0007312796,0.01156635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003158264,"threshold_uncertainty_score":0.01056546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475531705063899,"score_gpt":0.2131494255050797,"score_spread":0.1983941084544407,"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."}}