{"id":"W2110798210","doi":"10.5296/emsd.v4i2.8116","title":"In-Storage-Psychrophilic-Anaerobic-Digestion (ISPAD) process. Part I: Model Development and Calibration","year":2015,"lang":"en","type":"article","venue":"Environmental Management and Sustainable Development","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; International Society for Pediatric and Adolescent Diabetes; Concordia University; Geomembrane Technologies","keywords":"Psychrophile; Population; Acclimatization; Anaerobic digestion; Chemistry; Anaerobic exercise; Cold chain; Food science; Environmental science; Methane; Biology; Biochemistry; Medicine; Ecology; Physiology; Enzyme","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0003383942,0.0002391772,0.0001536245,0.0002159196,0.0001480207,0.00006677717,0.0000693855,0.00007050626,0.00002119255],"category_scores_gemma":[0.000003376121,0.0002499694,0.00001101457,0.000142643,0.00005311793,0.0005342251,0.0001101551,0.00009762563,0.00001477525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005155766,"about_ca_system_score_gemma":0.00003220954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003191436,"about_ca_topic_score_gemma":0.000005097673,"domain_scores_codex":[0.9986498,0.00001746681,0.0003188826,0.0003575213,0.0002609841,0.0003953408],"domain_scores_gemma":[0.999684,0.000003051455,0.00003797617,0.0001126749,0.000008877413,0.00015343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000418761,0.001521746,0.02577037,0.002184803,0.0006076659,0.0008326091,0.05043755,0.6688594,0.0004674486,0.08696105,0.0283106,0.133628],"study_design_scores_gemma":[0.005253187,0.0001850823,0.06417894,0.0002041861,0.00008568012,0.00004610511,0.04794372,0.07825693,0.00755594,0.004006072,0.7896301,0.002654067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874056,0.0008122096,0.007731183,0.0002735071,0.0001741093,0.0007304903,8.623218e-7,0.0001506683,0.002721359],"genre_scores_gemma":[0.982986,0.0003472746,0.006119718,0.0001072164,0.00003106022,0.0001567391,0.00007040424,0.00002891671,0.0101527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7613195,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009851724564645132,"score_gpt":0.1852593812260248,"score_spread":0.1754076566613797,"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."}}