{"id":"W4416131620","doi":"10.1017/plc.2025.10037","title":"Underrepresented developing States, marginalized communities, big business and procedural injustice – how equal were the UN INC-5.2 Global Plastic Treaty negotiations?","year":2025,"lang":"en","type":"article","venue":"Cambridge Prisms Plastics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Negotiation; Treaty; Injustice; Indigenous; State (computer science); Developing country; Economic Justice","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":[0.01362094,0.0001694545,0.000490346,0.001794114,0.004927329,0.008074069,0.0007961186,0.001113861,0.006417382],"category_scores_gemma":[0.03014526,0.0001998101,0.0002279185,0.0021587,0.007817331,0.005681544,0.006658087,0.001922649,0.0002487966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004337303,"about_ca_system_score_gemma":0.005359848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03271608,"about_ca_topic_score_gemma":0.04442889,"domain_scores_codex":[0.9854202,0.008039194,0.0003539034,0.0008236477,0.001673101,0.003689953],"domain_scores_gemma":[0.9871475,0.005148473,0.002340909,0.0005598461,0.001452132,0.003351006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005622451,0.000390036,0.4244509,0.000397725,0.0002012717,0.0006614945,0.2095359,0.0005784277,0.001015655,0.1422169,0.009888955,0.2101006],"study_design_scores_gemma":[0.00004171436,0.0002995987,0.4269607,0.001931736,0.0001234036,0.0003349959,0.4627243,0.0006804061,0.001098591,0.03672329,0.06898171,0.00009948046],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9204202,0.003050116,0.001119858,0.03581245,0.0002405713,0.00004041223,0.0001620152,0.00000791549,0.0391463],"genre_scores_gemma":[0.9976204,0.0003330383,0.00009161297,0.001279135,0.00004275626,0.00001973312,0.00002486055,0.000004051273,0.0005844333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03271608,"threshold_uncertainty_score":0.07203531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778876542536257,"score_gpt":0.2306314362014922,"score_spread":0.2128426707761296,"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."}}