{"id":"W3126453170","doi":"10.4018/ijaet.2021010102","title":"The Ontology of Adult Learning","year":2021,"lang":"en","type":"article","venue":"International Journal of Adult Education and Technology","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Ontology; Epistemology; Diversity (politics); Sociology; Cognition; Orientation (vector space); Vocational education; Cognitive science; Psychology; Pedagogy; Philosophy; Anthropology; Mathematics","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":[0.002644774,0.0003997169,0.0003487972,0.001463691,0.003764737,0.006114419,0.0008456192,0.002312629,0.003405999],"category_scores_gemma":[0.002236701,0.0001997108,0.0004638707,0.00131348,0.03000255,0.008000859,0.003122715,0.003468905,0.0007132941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005430326,"about_ca_system_score_gemma":0.00322443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638458,"about_ca_topic_score_gemma":0.005185537,"domain_scores_codex":[0.9973399,0.001640878,0.0001026462,0.0002890203,0.0003685098,0.0002590655],"domain_scores_gemma":[0.9986198,0.0007325389,0.0001083885,0.0001916085,0.0001709507,0.0001767632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001160975,0.000001652941,0.00002432793,0.000006082956,4.533574e-7,0.00000970266,0.0009260732,0.00002906486,0.000008989562,0.996941,0.0007925073,0.00125887],"study_design_scores_gemma":[0.000003512956,0.000004124285,0.00009095234,0.00005660969,0.000001262682,0.00004293413,0.0007807181,0.0001396072,0.00003035617,0.9034806,0.09536584,0.000003479899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01335416,0.02960843,0.05870163,0.04540462,0.0009710433,0.00004657635,0.0001767978,0.00009235619,0.8516444],"genre_scores_gemma":[0.8784912,0.01350224,0.02607057,0.006861373,0.001362695,0.0002313167,0.0001643187,0.0001067074,0.07320961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006638458,"threshold_uncertainty_score":0.03939998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005732059565636692,"score_gpt":0.3229831714708836,"score_spread":0.3172511119052469,"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."}}