{"id":"W4396663180","doi":"10.1017/plc.2024.9.pr2","title":"Recommendation: Consistently inconsistent: The false promise of ‘sustainable’ plastics — R0/PR2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02798498,0.001445625,0.003450576,0.003238257,0.005346691,0.01657293,0.008060165,0.07244258,0.1679927],"category_scores_gemma":[0.1629627,0.00195787,0.004735146,0.004001205,0.004889086,0.01167975,0.004110441,0.02179616,0.2316206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006525148,"about_ca_system_score_gemma":0.03053998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01552893,"about_ca_topic_score_gemma":0.03105833,"domain_scores_codex":[0.9638408,0.006758665,0.004673309,0.002768781,0.01932793,0.002630572],"domain_scores_gemma":[0.7806007,0.0300734,0.01019028,0.01173671,0.1529582,0.01444085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002460702,0.00001600613,0.00005511993,0.0005176071,0.00001158934,0.00002266471,0.00001630162,0.000009435899,0.00004761537,0.0004077792,0.9936029,0.005268295],"study_design_scores_gemma":[0.0002373714,0.00002878002,0.0005806026,0.00161524,0.00003136051,0.00004566614,0.00007137949,0.00005623002,0.00009421023,0.001498158,0.9957088,0.00003227772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003434029,0.004561298,0.001351627,0.6659227,0.1918115,0.003881193,0.00844991,0.001364852,0.1223135],"genre_scores_gemma":[0.002294022,0.006019382,0.003809142,0.7787391,0.04373618,0.003491857,0.004059214,0.0008023687,0.1570488],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1679927,"threshold_uncertainty_score":0.5619915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908717196249807,"score_gpt":0.2550682851555254,"score_spread":0.2359811131930273,"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."}}