{"id":"W4403902593","doi":"10.56588/iabcd.v3i1.202","title":"BIODEGRADABLE PACKAGING : A KEY TO ENVIRONMENTAL SUSTAINABILITY","year":2024,"lang":"en","type":"article","venue":"International Association of Biologicals and Computational Digest","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Sustainability; Key (lock); Business; Computer science; Computer security; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111503,0.0005461578,0.0004908642,0.0006453841,0.0007037256,0.004192838,0.0008640869,0.002781032,0.01238405],"category_scores_gemma":[0.001640563,0.0002434475,0.0002966028,0.0008675746,0.00242488,0.005240803,0.002008772,0.002203669,0.004497993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105761,"about_ca_system_score_gemma":0.001090334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004257214,"about_ca_topic_score_gemma":0.0004714689,"domain_scores_codex":[0.9992266,0.0001396506,0.00003920984,0.0001149052,0.0003828929,0.00009679672],"domain_scores_gemma":[0.9986312,0.0003441979,0.0002305624,0.0001474814,0.0004556094,0.0001909455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005350089,0.0001291894,0.0008206244,0.001993295,0.00003178353,0.0003602177,0.0003093155,0.002654659,0.02870688,0.5714401,0.05609715,0.3374033],"study_design_scores_gemma":[0.000004235922,0.00009630532,0.0003793892,0.0005435937,0.00001057234,0.0002956471,0.0003562325,0.000812844,0.009052589,0.1491208,0.8393046,0.00002327792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02683382,0.3445446,0.1015571,0.1098018,0.008561582,0.000154458,0.0006897707,0.0008990894,0.4069576],"genre_scores_gemma":[0.3360874,0.4127223,0.08038574,0.01630653,0.005718542,0.0002135227,0.000608417,0.0006277452,0.1473299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01238405,"threshold_uncertainty_score":0.0414288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075287582054587,"score_gpt":0.2393462982670637,"score_spread":0.2285934224465178,"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."}}