{"id":"W4210402851","doi":"10.1007/s11159-021-09930-w","title":"Conceptualising a holistic model of transcultural lifelong learning","year":2021,"lang":"en","type":"article","venue":"International Review of Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Lifelong learning; Framing (construction); Sociology; Psychology; Pedagogy","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":[0.004449383,0.000528839,0.000477442,0.001875224,0.003700746,0.01325179,0.002397317,0.003711514,0.004237489],"category_scores_gemma":[0.002762921,0.0002413101,0.0004916694,0.002444097,0.02840375,0.01144397,0.006650201,0.004106059,0.000638229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008078646,"about_ca_system_score_gemma":0.0174842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009722373,"about_ca_topic_score_gemma":0.01482754,"domain_scores_codex":[0.9970289,0.001803963,0.0000881642,0.0002671446,0.000372055,0.0004398535],"domain_scores_gemma":[0.997789,0.0007538043,0.0002081356,0.0002268555,0.0003665782,0.0006555555],"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":[0.000002521989,0.00001967767,0.0002439059,0.00004309174,0.000003224366,0.00003502508,0.004366043,0.0003375123,0.00003123886,0.9890429,0.001006556,0.004868343],"study_design_scores_gemma":[0.000008193773,0.00002643558,0.0007516438,0.0003367192,0.000008349265,0.00011793,0.01185536,0.00100799,0.00005563743,0.9279795,0.05783959,0.00001259599],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05610608,0.01661722,0.1188464,0.1546401,0.001377301,0.0002745396,0.0001215399,0.0001232397,0.6518937],"genre_scores_gemma":[0.9517746,0.00604,0.02349205,0.004842883,0.000258334,0.000277537,0.0000784014,0.00003219662,0.01320396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01325179,"threshold_uncertainty_score":0.05861497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05942309634721524,"score_gpt":0.4291259106683362,"score_spread":0.369702814321121,"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."}}