{"id":"W4409406600","doi":"10.35970/jppl.v7i1.2506","title":"Utilization of Market Organic Waste for Animal Feed as an Effort to Reduce Waste (Case Study: The Sumber Makmur Farmer Group, Gunung Tembak – Balikpapan)","year":2025,"lang":"en","type":"article","venue":"Jurnal Pengendalian Pencemaran Lingkungan (JPPL)","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Animal waste; Business; Biodegradable waste; Agricultural science; Waste management; Operations management; Environmental science; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002124692,0.0004869063,0.0005285512,0.0002429473,0.0008622054,0.0002386626,0.001004873,0.0001487863,0.0007101736],"category_scores_gemma":[0.0001207425,0.0003852708,0.0002307283,0.0012483,0.000210115,0.0005153611,0.0005756101,0.0003557945,0.00004925068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974968,"about_ca_system_score_gemma":0.00006155387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007155963,"about_ca_topic_score_gemma":0.001643092,"domain_scores_codex":[0.9962676,0.0002921445,0.001010292,0.0009599331,0.0007364925,0.0007335321],"domain_scores_gemma":[0.9982929,0.0001526514,0.0003907171,0.0008212648,0.0000714834,0.0002709535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.007747932,0.005262808,0.2541558,0.0012244,0.002002048,0.001270194,0.03087816,0.005527855,0.5869055,0.002115796,0.02261742,0.08029205],"study_design_scores_gemma":[0.0221134,0.01218513,0.1860069,0.001782173,0.005411013,0.001638092,0.3873176,0.06362972,0.215573,0.001904428,0.09536512,0.007073416],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898254,0.00007041312,0.0007582653,0.000547467,0.0006992135,0.002896552,0.00002065922,0.00006581392,0.005116249],"genre_scores_gemma":[0.9912217,0.00002599478,0.0005795207,0.0004131116,0.0003039966,0.0001189993,0.00002014814,0.00007027868,0.007246206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3713325,"threshold_uncertainty_score":0.9998599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721832535230467,"score_gpt":0.305337125047266,"score_spread":0.2781187996949613,"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."}}