{"id":"W1968522999","doi":"10.5151/designpro-ped-00029","title":"DESIGN E INOVAÇÃO NO APROVEITAMENTO SUSTENTÁVEL DE RESÍDUOS EM EMPRESA DE EMBALAGENS DE PAPELÃO","year":2014,"lang":"pt","type":"article","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Physics; Philosophy","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":[0.003300533,0.0005424172,0.0004222865,0.0001551743,0.0003669566,0.0004403837,0.00114829,0.0003723322,0.002136373],"category_scores_gemma":[0.0002963351,0.0005262255,0.0002157972,0.0003673286,0.0001994312,0.0003633337,0.0007800301,0.0004327889,0.002347241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009631498,"about_ca_system_score_gemma":0.00006388775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124484,"about_ca_topic_score_gemma":0.0001154883,"domain_scores_codex":[0.9955981,0.0005976133,0.0006148639,0.0009240231,0.0006325122,0.001632937],"domain_scores_gemma":[0.9980183,0.0002238322,0.0002416476,0.001048428,0.00003084959,0.0004370009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004372342,0.001795721,0.1064506,0.0005933312,0.0003589574,0.0001760821,0.00732079,0.01451643,0.1840379,0.002788401,0.5074087,0.1741159],"study_design_scores_gemma":[0.003795089,0.003191943,0.1101562,0.0007362789,0.0007681998,0.00009504139,0.006669878,0.6128989,0.1248015,0.01319949,0.1193388,0.004348678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1472774,0.0001035941,0.7469015,0.0009975591,0.0003174616,0.00140606,0.000006414762,0.0007677706,0.1022223],"genre_scores_gemma":[0.8592897,0.0002437138,0.05148344,0.00385713,0.0002323959,0.0001045902,0.000006808272,0.00009358743,0.0846886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7120124,"threshold_uncertainty_score":0.9997189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893905562861005,"score_gpt":0.2487881055752506,"score_spread":0.2298490499466405,"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."}}