{"id":"W3134181294","doi":"10.1016/j.cosust.2021.01.010","title":"Multiple knowledge systems and participatory actions in slow-onset effects of climate change: insights and perspectives in Latin America and the Caribbean","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"York University","keywords":"Latin Americans; Citizen journalism; Climate change; Political science; Climatology; Oceanography; Geography; Development economics; Environmental resource management; History; Environmental science; Geology; Economics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004519479,0.00008639877,0.0001833904,0.00007345949,0.0001701606,0.00002337774,0.00005496456,0.00005227422,0.000008981027],"category_scores_gemma":[0.0003364463,0.00007717038,0.00001985256,0.0001917066,0.001000831,0.0001393191,0.0001546377,0.0001627386,4.062167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441097,"about_ca_system_score_gemma":0.00002932876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001466574,"about_ca_topic_score_gemma":0.002565725,"domain_scores_codex":[0.9980105,0.001279182,0.000221932,0.0002234447,0.00009218944,0.0001727115],"domain_scores_gemma":[0.9990875,0.0006132933,0.0000670249,0.000163957,0.00001506077,0.00005315639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000394253,0.0003876341,0.7247331,0.0004421826,0.000001892215,3.007062e-7,0.2556562,0.000004604759,0.0000210318,0.001255766,0.000002534747,0.01745543],"study_design_scores_gemma":[0.0008028612,0.00001454749,0.7642428,0.00009877417,0.000003096698,2.827076e-7,0.2318482,0.0007460179,0.00000250065,0.0002486038,0.001928145,0.00006412098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771136,0.02107164,0.000002184132,0.0006890538,0.0002002778,0.0008085372,0.00001489796,0.000006299893,0.00009349969],"genre_scores_gemma":[0.9276055,0.07209538,0.00000279763,0.000003656749,0.00002668515,0.0002434659,0.00001555115,0.000003825284,0.000003121531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05102374,"threshold_uncertainty_score":0.3687602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628723446629073,"score_gpt":0.4264907628859463,"score_spread":0.163618418223039,"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."}}