{"id":"W4392695842","doi":"10.3390/fermentation10030162","title":"Acidogenic Fermentation of Food Waste for the Production of Short-Chain Fatty Acids: The Impact of Inoculum Type and Inoculum Heat Pretreatment","year":2024,"lang":"en","type":"article","venue":"Fermentation","topic":"Food composition and properties","field":"Nursing","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Agriculture and Agri-Food Canada","keywords":"Acidogenesis; Fermentation; Food waste; Food science; Production (economics); Food chain; Chemistry; Biotechnology; Pulp and paper industry; Biology; Anaerobic digestion; Economics; Ecology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099124,0.000495992,0.0006057361,0.0002923328,0.0001951614,0.0007781761,0.0002012216,0.0003678346,0.0005588657],"category_scores_gemma":[0.0005772342,0.000149155,0.0003510109,0.0003497888,0.0001854475,0.000361539,0.0002725332,0.0004905725,0.0001566931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000240796,"about_ca_system_score_gemma":0.0003800792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009507332,"about_ca_topic_score_gemma":0.001542037,"domain_scores_codex":[0.9995654,0.0001261196,0.00005372334,0.00005237814,0.000143224,0.00005910999],"domain_scores_gemma":[0.9997744,0.00007586872,0.00004213956,0.00001348554,0.00006091974,0.00003318121],"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":[0.0003488975,0.0001136912,0.001115376,0.00008738885,0.00001181843,0.00005825484,0.00001430589,0.0003669054,0.9948193,0.00002968179,0.000009253348,0.003025037],"study_design_scores_gemma":[0.00001034323,0.001153216,0.008971946,0.00002878879,0.00003325695,0.00008961069,0.00008645772,0.001406071,0.9876864,0.00003478438,0.00048772,0.00001150612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961409,0.001063558,0.002037169,0.00003705683,0.00002515755,0.00004267286,0.00009470223,0.00001406603,0.0005446856],"genre_scores_gemma":[0.9940532,0.001030496,0.004247674,0.00002478106,0.000008404259,0.0000252195,0.0001679761,0.000009982952,0.0004322349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009507332,"threshold_uncertainty_score":0.003225625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349571656984479,"score_gpt":0.3101514841133114,"score_spread":0.2751943184148635,"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."}}