{"id":"W3031856626","doi":"10.1371/journal.pone.0232945","title":"Environmental non-governmental organizations and global environmental discourse","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"International Development and Aid","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Typology; Ecological modernization; Politics; Environmental politics; Environmental justice; Environmental studies; Environmental governance; Political science; Environmental resource management; Sociology; Corporate governance; Business; Economics; Law","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":[0.003338574,0.000225552,0.0002528597,0.00948385,0.001854525,0.00318715,0.000576792,0.0006283871,0.006474584],"category_scores_gemma":[0.01827559,0.0001583275,0.0002010837,0.01742084,0.002243044,0.004141859,0.003409323,0.0006135189,0.0006960754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002828616,"about_ca_system_score_gemma":0.00175991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009342438,"about_ca_topic_score_gemma":0.01043449,"domain_scores_codex":[0.9960915,0.002123689,0.0003251628,0.0004135337,0.000666631,0.0003794164],"domain_scores_gemma":[0.9719234,0.02009793,0.004759189,0.001298842,0.001310847,0.0006098298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001157215,0.0001414935,0.7466586,0.0008194188,0.00004680894,0.0004148167,0.09901796,0.001276203,0.0007637379,0.07857098,0.01131812,0.06085622],"study_design_scores_gemma":[0.00001574647,0.00002972058,0.6211747,0.0007735119,0.00002643847,0.0002370145,0.2264991,0.003429971,0.001060681,0.03211775,0.1145943,0.00004107742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9613959,0.0006385045,0.001758939,0.001759516,0.00002250983,0.00007026119,0.008405199,0.0000200226,0.02592906],"genre_scores_gemma":[0.9857668,0.0005391722,0.001979231,0.0001785543,0.0000375448,0.0002475094,0.009443462,0.0000227354,0.00178515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00948385,"threshold_uncertainty_score":0.02165961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427617024915342,"score_gpt":0.2187044409829625,"score_spread":0.2044282707338091,"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."}}