{"id":"W4385582016","doi":"10.1080/09644016.2023.2236505","title":"The survival of the weakest: the echo of the Rio Summit principles in environmental treaties","year":2023,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Environmental law and policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Summit; Declaration; Context (archaeology); Political science; Earth Summit; Law; Law and economics; Sociology; Sustainable development; History; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000714078,0.0001916785,0.0001872616,0.00002600992,0.001136894,0.00002825677,0.001102905,0.0001058544,0.0001215228],"category_scores_gemma":[0.00007192158,0.0000949423,0.0002221874,0.0001932419,0.004185875,0.00008322616,0.0005622758,0.0002722573,0.00007328806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003578509,"about_ca_system_score_gemma":0.00005420974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001977805,"about_ca_topic_score_gemma":0.004305608,"domain_scores_codex":[0.9973698,0.0006130413,0.0004271117,0.0001979802,0.0008311838,0.0005608305],"domain_scores_gemma":[0.9984382,0.0005806207,0.000227171,0.0006815736,0.000001114936,0.00007129759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001036555,0.0001824495,0.9172624,0.000009693985,0.00004341496,9.976534e-7,0.01675732,0.0002851553,0.001672976,0.06286073,0.000272043,0.0006424205],"study_design_scores_gemma":[0.0002641022,0.00003202869,0.8656093,0.00002147475,0.00003376591,7.55382e-7,0.03197137,0.00002974417,0.004186187,0.002612806,0.09509584,0.0001425831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699758,0.0002243412,2.580041e-7,0.002391775,0.0003600942,0.0004949814,0.0002560317,0.00001302828,0.02628372],"genre_scores_gemma":[0.978094,0.0009066167,0.000004213204,0.00016032,0.0001559523,0.00002492667,0.000007769991,0.0000230358,0.02062319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09482379,"threshold_uncertainty_score":0.9985242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02065300789522741,"score_gpt":0.2541564249084242,"score_spread":0.2335034170131968,"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."}}