{"id":"W4386308300","doi":"10.5539/jsd.v16n5p36","title":"Education, Lifestyle, and Environmental Crisis: A Single Destiny","year":2023,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoctrination; Destiny (ISS module); Politics; Power (physics); Sociology; Mantra; Reflexivity; Environmental education; Process (computing); Ecological crisis; Environmental ethics; Law; Political science; Social science; Ideology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744668,0.00008716377,0.0001379084,0.0002918382,0.0005725945,0.000116113,0.0001562592,0.00005716343,0.0001277406],"category_scores_gemma":[0.000495837,0.00008382032,0.00003453267,0.0004915058,0.0001175231,0.0003415259,0.00005669678,0.0001152522,0.0000184886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009526073,"about_ca_system_score_gemma":0.003773831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010007,"about_ca_topic_score_gemma":0.00001476236,"domain_scores_codex":[0.9985849,0.0001442755,0.0003769627,0.0001226787,0.0004070958,0.0003641165],"domain_scores_gemma":[0.9990525,0.00008620952,0.0001870658,0.00008128873,0.0003205989,0.0002722923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006774848,0.001707088,0.2633785,0.0002708119,0.0001110948,0.0003063438,0.4831147,0.00003145089,0.0001408788,0.02212788,0.1898827,0.03886084],"study_design_scores_gemma":[0.0001003444,0.00002469874,0.07542355,0.000009321704,0.000006248897,0.00000813348,0.44866,4.116323e-7,0.00003777071,0.001422164,0.4742332,0.00007416473],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896865,0.0003376899,0.00003748568,0.007167301,0.0002872963,0.0001904656,2.71308e-7,0.00002826543,0.002264732],"genre_scores_gemma":[0.9762192,0.0001214303,0.00114384,0.0003070345,0.0001712915,0.00001536035,0.000002605748,0.000008720693,0.02201056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2843505,"threshold_uncertainty_score":0.6694614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246872428775613,"score_gpt":0.2858902071115316,"score_spread":0.2734214828237755,"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."}}