{"id":"W4402477418","doi":"10.11159/icepr24.109","title":"Sustainable Practices and Environmental Impact Assessment in a Lifelong Learning Center","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"King Mongkut's Institute of Technology Ladkrabang","keywords":"Center (category theory); Environmental impact assessment; Lifelong learning; Computer science; Environmental planning; Environmental science; Psychology; Pedagogy; Political science","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":[0.0007378624,0.0001245029,0.0001406258,0.0003696196,0.0002289657,0.0003171619,0.0004332678,0.00009008657,0.0000195291],"category_scores_gemma":[0.001459322,0.00009155371,0.00005004174,0.0007335804,0.0004914144,0.0006489487,0.0002681479,0.0005259998,0.000001120776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374542,"about_ca_system_score_gemma":0.000228226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008456151,"about_ca_topic_score_gemma":0.0002121843,"domain_scores_codex":[0.9988642,0.00002578204,0.0001813862,0.0002812243,0.0003099072,0.0003375265],"domain_scores_gemma":[0.9993121,0.0002927097,0.0002327023,0.00009490254,0.00003610471,0.00003148102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002878441,0.0001097193,0.9175906,0.000151754,0.00003368237,0.000003202575,0.007440306,0.00001481622,0.0004044201,0.05933985,0.003526141,0.01135676],"study_design_scores_gemma":[0.000450099,0.0002296871,0.1221977,0.0007081816,0.0000497588,0.000005449941,0.6143982,0.0002511252,0.006251647,0.04383517,0.2112183,0.0004046385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547681,0.0005896395,1.949163e-7,0.03960036,0.0002176889,0.0004700843,7.163292e-7,0.0003066714,0.004046585],"genre_scores_gemma":[0.9879075,0.0002380089,0.0001404986,0.00002044071,0.00003917353,0.0000482024,4.184242e-7,0.00001090791,0.01159481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7953928,"threshold_uncertainty_score":0.3733452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459480656241339,"score_gpt":0.3525624833237517,"score_spread":0.3379676767613383,"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."}}