{"id":"W4396663125","doi":"10.1017/plc.2024.9.pr5","title":"Recommendation: Consistently inconsistent: The false promise of ‘sustainable’ plastics — R1/PR5","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Artificial intelligence; Psychology","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":[0.02965214,0.001403749,0.003511208,0.003213344,0.005638777,0.01644201,0.008459935,0.08294938,0.1620799],"category_scores_gemma":[0.1656146,0.001961848,0.004786262,0.004011311,0.005332473,0.01119998,0.00412738,0.02317554,0.2179446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00713356,"about_ca_system_score_gemma":0.03086946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698419,"about_ca_topic_score_gemma":0.03528179,"domain_scores_codex":[0.9604777,0.007594786,0.005325066,0.002945072,0.02082618,0.002831273],"domain_scores_gemma":[0.7698725,0.03585158,0.01147321,0.01295991,0.1542268,0.01561602],"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":[0.00002825325,0.00001878291,0.00006538913,0.0005301918,0.00001298116,0.00002423165,0.00001703882,0.00001056426,0.0000521753,0.0004559203,0.9928791,0.005905519],"study_design_scores_gemma":[0.0002923775,0.00003576319,0.0007568724,0.001755731,0.00003590053,0.0000506294,0.00007593961,0.00006842845,0.0001032768,0.001688073,0.9951004,0.00003661774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003574725,0.00427675,0.001405694,0.7043696,0.1568211,0.003933398,0.008553434,0.001459166,0.1188233],"genre_scores_gemma":[0.0021784,0.004623672,0.003842201,0.8210257,0.03489083,0.003206004,0.003558986,0.0006395187,0.1260346],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1620799,"threshold_uncertainty_score":0.5422112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310556464778514,"score_gpt":0.2843442781816974,"score_spread":0.2612387135339123,"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."}}