{"id":"W4389165209","doi":"10.47061/jasc.v3i2.6951","title":"Ecosystem Activation in Latin America","year":2023,"lang":"en","type":"article","venue":"Journal of Awareness-Based Systems Change","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Grassroots; Latin Americans; Conversation; Scholarship; Diversity (politics); Inclusion (mineral); Political science; Event (particle physics); Public relations; Geography; Sociology; Social science","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":[0.001212963,0.0002762677,0.0002341934,0.0006317918,0.004236409,0.00353713,0.0004321993,0.0009660362,0.009589011],"category_scores_gemma":[0.001426095,0.0001121094,0.0002480143,0.001087392,0.003370746,0.001756438,0.005458871,0.001459127,0.0003190128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005149275,"about_ca_system_score_gemma":0.003953287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0253001,"about_ca_topic_score_gemma":0.05135828,"domain_scores_codex":[0.9992192,0.0003499331,0.00001636762,0.00006652533,0.00005512236,0.0002928654],"domain_scores_gemma":[0.9995831,0.0001126896,0.00005877533,0.00002491685,0.00006168279,0.0001588032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003882376,0.0004457157,0.06085534,0.001273661,0.00006222794,0.004405516,0.3144808,0.0007712761,0.008376326,0.3384869,0.04439445,0.2260597],"study_design_scores_gemma":[0.0000359402,0.0000841134,0.04593067,0.0007300091,0.00001696769,0.0004068498,0.1611929,0.0001472,0.0005423037,0.0220206,0.7688611,0.00003127051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4188227,0.01999898,0.001847896,0.05454456,0.0009077738,0.0000947629,0.000164835,0.00007906569,0.5035394],"genre_scores_gemma":[0.9567848,0.00729536,0.0005715743,0.005382553,0.0001484864,0.0001111609,0.0001149396,0.00002804763,0.02956304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0253001,"threshold_uncertainty_score":0.05030572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04571827740678195,"score_gpt":0.2730948791294581,"score_spread":0.2273766017226761,"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."}}