{"id":"W3134566379","doi":"10.1080/0309877x.2021.1887463","title":"How community colleges and other TVET institutions contribute to the united nations sustainable development goals","year":2021,"lang":"en","type":"article","venue":"Journal of Further and Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Sustainability; Sustainable development; Scope (computer science); Economic growth; Reputation; Higher education; China; Political science; Public administration; Public relations; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005254904,0.0002292862,0.0001818906,0.001441573,0.009259671,0.01266574,0.001054716,0.002131019,0.01713655],"category_scores_gemma":[0.01113143,0.0001473595,0.0002700105,0.001718802,0.004068667,0.005273034,0.01094951,0.003337288,0.0009063908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007419395,"about_ca_system_score_gemma":0.02019937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04934349,"about_ca_topic_score_gemma":0.1317988,"domain_scores_codex":[0.9938655,0.002818961,0.00006695341,0.0002591122,0.001134188,0.001855233],"domain_scores_gemma":[0.9925793,0.001544838,0.0004415168,0.0002523333,0.001251434,0.003930659],"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":[0.0000939658,0.0004423249,0.05446436,0.0003388272,0.0000554088,0.001239193,0.08133889,0.001438397,0.0007243247,0.5797365,0.09087899,0.1892488],"study_design_scores_gemma":[0.00002641747,0.00009282558,0.02585143,0.0008572875,0.00003210286,0.0002912446,0.1733786,0.001076307,0.0005962948,0.04721766,0.7505212,0.00005866139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2633399,0.00227305,0.003398085,0.07882883,0.001060431,0.0001709611,0.0001408067,0.00009378818,0.6506942],"genre_scores_gemma":[0.9590583,0.001015241,0.00109689,0.004564554,0.00009376441,0.00003289514,0.00006438394,0.00005534866,0.03401862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04934349,"threshold_uncertainty_score":0.09811258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466478522143014,"score_gpt":0.3635042669633737,"score_spread":0.3168564147490723,"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."}}