{"id":"W2980138043","doi":"10.15376/biores.14.4.gowman","title":"Fruit waste valorization for biodegradable biocomposite applications: A review","year":2019,"lang":"en","type":"review","venue":"BioResources","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Discovery Centre","funders":"Ontario Ministry of Economic Development, Job Creation and Trade; Ministero dello Sviluppo Economico; Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Food spoilage; Bioplastic; Biocomposite; Food waste; Waste management; Value added; Materials science; Pulp and paper industry; Environmental science; Engineering; Composite material; Biology","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":[0.0003742129,0.0009882428,0.0008261636,0.002796292,0.000303611,0.0009433163,0.0005377677,0.000846433,0.004405512],"category_scores_gemma":[0.0004125395,0.0003608925,0.0005961327,0.002897777,0.0002478586,0.001154299,0.0004569599,0.0008789502,0.001561183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591762,"about_ca_system_score_gemma":0.0009674725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066579,"about_ca_topic_score_gemma":0.002083022,"domain_scores_codex":[0.999851,0.00001478496,0.00002196758,0.00003241366,0.0000632934,0.00001654169],"domain_scores_gemma":[0.9997517,0.0001134935,0.00005125195,0.000007076827,0.00005918588,0.00001715081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004559469,0.0001352893,0.0002338819,0.05039486,0.00009911865,0.0002360721,0.0001007868,0.0007699591,0.008424813,0.00414786,0.02060035,0.9148115],"study_design_scores_gemma":[0.000006723969,0.0001345114,0.0007127324,0.004692213,0.000140675,0.000881017,0.00007319583,0.0001741445,0.002407361,0.001071673,0.9896817,0.00002425157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004142059,0.997329,0.0002500288,0.0001140742,0.0001708294,0.000008213538,0.00003456232,0.00001017142,0.001668985],"genre_scores_gemma":[0.001132689,0.9976248,0.0002883693,0.00007894856,0.00006149258,0.000007626811,0.00003492973,0.000001959923,0.0007692833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004405512,"threshold_uncertainty_score":0.01473784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.048620556470471,"score_gpt":0.3218885047697242,"score_spread":0.2732679482992532,"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."}}