{"id":"W2128709656","doi":"10.1111/j.1467-8535.2004.00426.x","title":"Interaction for lifelong learning","year":2004,"lang":"en","type":"article","venue":"British Journal of Educational Technology","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Lifelong learning; Variety (cybernetics); Context (archaeology); Computer science; Narrative; Educational technology; Knowledge management; Sociology; Pedagogy; Artificial intelligence; Linguistics","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":[0.003266359,0.0005296344,0.0003315984,0.001023804,0.004358298,0.01050773,0.001226416,0.003689341,0.0359881],"category_scores_gemma":[0.006728434,0.0001924562,0.0005040738,0.0009173392,0.01125124,0.009158897,0.009933721,0.002781285,0.004507813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003804935,"about_ca_system_score_gemma":0.00288276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001297944,"about_ca_topic_score_gemma":0.001720604,"domain_scores_codex":[0.9950682,0.003436418,0.00012823,0.0003664533,0.0006488825,0.0003518307],"domain_scores_gemma":[0.9935492,0.003897389,0.0004192447,0.0006956905,0.0005391521,0.0008993699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002578137,0.0000803572,0.0006974211,0.0002788829,0.000008654542,0.0002350473,0.008643577,0.0003371558,0.0002126933,0.9243609,0.01414793,0.05097155],"study_design_scores_gemma":[0.00001512757,0.0000544612,0.000731474,0.0004237434,0.000008679091,0.0004508015,0.007663663,0.0009329981,0.0004499576,0.5171738,0.4720742,0.00002120033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01920431,0.009672862,0.06363249,0.05636341,0.001055567,0.0001642539,0.0001579408,0.0004237059,0.8493254],"genre_scores_gemma":[0.8802023,0.005155906,0.03478778,0.005839693,0.0005952199,0.0005298334,0.0001644837,0.0001839051,0.07254082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0359881,"threshold_uncertainty_score":0.1203921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597495581219304,"score_gpt":0.4185609371000626,"score_spread":0.3825859812878696,"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."}}