{"id":"W3172406618","doi":"","title":"Food wastage reduction","year":2021,"lang":"en","type":"article","venue":"International journal of advance research, ideas and innovations in technology","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Sustainability; Food waste; Business; Cleaner production; Food industry; Food processing; Marketing; Environmental economics; Waste management; Engineering; Economics; Municipal solid waste; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006576118,0.0000571791,0.0001205289,0.0003065297,0.00008853207,0.000045328,0.0002418382,0.00008835432,0.00005511606],"category_scores_gemma":[0.001419183,0.00002994766,0.00003129251,0.001714178,0.0002253102,0.0002846156,0.0001267805,0.0004656947,8.401694e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373699,"about_ca_system_score_gemma":0.00006686598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023547,"about_ca_topic_score_gemma":0.00006837619,"domain_scores_codex":[0.998866,0.00007462315,0.0003826795,0.0001525363,0.000353013,0.0001711816],"domain_scores_gemma":[0.9961944,0.00008002207,0.0001211071,0.00005060052,0.003521659,0.00003219467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007884388,0.0002329217,0.005066199,0.000005608052,0.00003078173,0.0000613044,0.00005308889,0.00003040757,0.09787867,0.1375313,0.0002485032,0.7587823],"study_design_scores_gemma":[0.0009648583,0.001715086,0.04151933,0.0001575463,0.0000042556,0.002323832,0.06035221,0.00006220656,0.042534,0.6869494,0.1631802,0.0002370845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660769,0.0007867873,0.00006030772,0.03231484,0.000297368,0.00005594005,0.000006741571,0.00001197615,0.0003891681],"genre_scores_gemma":[0.9977193,0.0008018736,0.001129518,0.00004322571,0.0001679264,0.000005428809,0.000005915826,7.775161e-7,0.0001259998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7585452,"threshold_uncertainty_score":0.2023238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02992568646590291,"score_gpt":0.3455141971036748,"score_spread":0.3155885106377719,"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."}}