{"id":"W3035718092","doi":"10.36587/wasananyata.v4i1.577","title":"PELATIHAN DAN PENDAMPINGAN PEMANFAATAN LIMBAH KAIN PERCA BAGI PELAKU UMKM BERKAH COLECTION DI BIBIS LUHUR","year":2020,"lang":"id","type":"article","venue":"WASANA NYATA","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006329071,0.0007649994,0.0006643917,0.0002230034,0.001083481,0.0005375925,0.001288959,0.0003329288,0.004006012],"category_scores_gemma":[0.000173852,0.000785959,0.0003692508,0.001566025,0.0004592285,0.0009493674,0.001568986,0.0008796786,0.004178671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004174742,"about_ca_system_score_gemma":0.00004534922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009346292,"about_ca_topic_score_gemma":0.001148744,"domain_scores_codex":[0.9947785,0.0003385882,0.0008569983,0.001683672,0.001141139,0.001201062],"domain_scores_gemma":[0.9977539,0.0001097935,0.0003994018,0.0009567398,0.00002535341,0.0007548649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00125527,0.002810878,0.298358,0.002782124,0.00177528,0.001336923,0.0703452,0.009531518,0.2401286,0.002393851,0.2613216,0.1079608],"study_design_scores_gemma":[0.005043121,0.002697869,0.2693922,0.0008205993,0.001491985,0.0000752122,0.03327528,0.1093839,0.01236786,0.0002790456,0.5601279,0.005045077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871736,0.000916778,0.0008870613,0.01282891,0.001884202,0.00164981,0.0001101061,0.0003860525,0.09416349],"genre_scores_gemma":[0.9791532,0.0005069252,0.0004231773,0.0009976221,0.001085837,0.00001987804,0.0002399847,0.0001327589,0.01744062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2988062,"threshold_uncertainty_score":0.9994591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568667474608356,"score_gpt":0.2287315338185155,"score_spread":0.2030448590724319,"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."}}