{"id":"W2089228108","doi":"10.1177/1534484306290105","title":"Toward Enriched Conceptions of Work Learning: Participation, Expansion, and Translation Among Individuals With/In Activity","year":2006,"lang":"en","type":"article","venue":"Human Resource Development Review","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Dialectic; Epistemology; Sociology; Activity theory; Perspective (graphical); Argument (complex analysis); Situated; Psychology; Relation (database); Cognition; Learning theory; Cognitive science; Pedagogy; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744533,0.00009734268,0.0002166235,0.0001049026,0.0004479514,0.00003852029,0.00007748455,0.00005074696,0.0003264578],"category_scores_gemma":[0.0002145333,0.00008791016,0.00001840694,0.0007172748,0.0002156595,0.0001959578,0.00001063185,0.000186394,0.000005921067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929921,"about_ca_system_score_gemma":0.0001526758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252132,"about_ca_topic_score_gemma":0.0004205617,"domain_scores_codex":[0.9982977,0.0006723186,0.0003590001,0.0001845813,0.0003160739,0.00017035],"domain_scores_gemma":[0.9991953,0.0001930135,0.0003749833,0.00007115256,0.0001253493,0.00004015664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008887684,0.000176691,0.860649,0.0003606338,0.0000196686,8.015881e-7,0.07845466,0.00003386267,0.00005436714,0.004314743,0.0008183419,0.05510827],"study_design_scores_gemma":[0.0001333718,0.00001105883,0.6594327,0.0005934074,0.00001330544,1.078408e-7,0.001792482,4.147587e-7,0.0000242604,0.00002124656,0.3378854,0.00009220606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839382,0.003950145,0.0001980232,0.001638432,0.00001370509,0.0004486546,1.725299e-7,0.00003433573,0.009778395],"genre_scores_gemma":[0.997071,0.0004902228,0.0009449948,0.00007895349,0.00002875615,0.00008208725,0.00002291589,0.000007376465,0.001273687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3370671,"threshold_uncertainty_score":0.3584872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216794966860677,"score_gpt":0.393969603832989,"score_spread":0.2722901071469213,"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."}}