{"id":"W4402376877","doi":"10.1017/plc.2024.19.pr2","title":"Recommendation: Defining an effective “plastics treaty” through national perspectives and visions during early negotiations — R0/PR2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vision; Negotiation; Treaty; Political science; International trade; Business; Law; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001332399,0.0004147321,0.0005208115,0.0001955116,0.0003772488,0.0001537844,0.00009826432,0.0001867425,0.000816676],"category_scores_gemma":[0.0001708445,0.0003771381,0.0001409161,0.0002967205,0.00007188632,0.0004121655,0.0001020244,0.0006396471,0.0001289439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480546,"about_ca_system_score_gemma":0.00003608138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028843,"about_ca_topic_score_gemma":0.000211699,"domain_scores_codex":[0.9986299,0.00004990856,0.0002779105,0.0005033307,0.0002806754,0.0002582678],"domain_scores_gemma":[0.9991108,0.0003938981,0.00005036891,0.0001644154,0.0002001386,0.00008043454],"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":[0.00001823706,0.0001824524,0.0001224842,0.006225501,0.003161038,0.00001862388,0.01250129,0.001979348,0.00004936766,0.012386,0.9484966,0.01485905],"study_design_scores_gemma":[0.0007886001,0.0003084342,0.01573217,0.003044771,0.001418802,0.0001433284,0.002467933,0.006895332,0.00004448717,0.001742197,0.9656538,0.001760144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009984879,0.1110414,0.005058265,0.04703316,0.01328441,0.003498062,0.00550549,0.004723532,0.7998708],"genre_scores_gemma":[0.5759405,0.2412721,0.0270117,0.001554037,0.009091836,0.001717406,0.005045914,0.001709439,0.1366571],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6632137,"threshold_uncertainty_score":0.999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01777446588921967,"score_gpt":0.3005257693985304,"score_spread":0.2827513035093107,"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."}}