{"id":"W6939307702","doi":"10.60692/mkajn-90j78","title":"Key Principles for the Intergovernmental Science–Policy Panel on Chemicals and Waste","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Faith; Wildlife; Environmental research; Environmental policy; Natural (archaeology); Environmental studies; Public policy; Natural resource","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":[],"consensus_categories":[],"category_scores_codex":[0.0002367226,0.00008813512,0.00006977365,0.00002869772,0.0001590194,0.00008725233,0.0001959796,0.00003265736,0.00001628825],"category_scores_gemma":[0.00005641568,0.0000578637,0.00002895315,0.0002472569,0.0001203443,0.000244402,0.0001920023,0.00004624975,0.0001989014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229925,"about_ca_system_score_gemma":0.000006542915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002740662,"about_ca_topic_score_gemma":2.269294e-8,"domain_scores_codex":[0.9992263,0.000002177326,0.0001949619,0.000111239,0.0002709608,0.0001944087],"domain_scores_gemma":[0.9996794,0.00001871312,0.00006217844,0.0001659119,0.000005846842,0.00006795029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008825146,0.00003506121,0.1467623,0.00431921,0.0002749872,0.000009705444,0.4400284,0.1175101,0.2535403,0.008205604,0.006700724,0.0217311],"study_design_scores_gemma":[0.001185436,0.00004611433,0.01877026,0.0001779302,0.00001938452,0.00003355269,0.02514129,0.1957479,0.7521675,0.000006604583,0.00629672,0.0004072775],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922951,3.424085e-7,0.0006316538,0.0001183092,0.00006855845,0.0001764063,0.00003883487,0.00009220189,0.006578554],"genre_scores_gemma":[0.9995037,1.756016e-7,0.00004017496,0.00007867275,0.000056964,0.00005931525,0.000004012314,0.000004121157,0.0002528777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4986272,"threshold_uncertainty_score":0.2556541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03321374607407324,"score_gpt":0.2079781909367632,"score_spread":0.17476444486269,"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."}}