{"id":"W2064958475","doi":"10.1177/0022185606070112","title":"Learning as Grounding and Flying: Knowledge, Skill and Transformation in Changing Work Contexts","year":2006,"lang":"en","type":"article","venue":"Journal of Industrial Relations","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Embodied cognition; Argument (complex analysis); Work (physics); Situated; Subject (documents); Reflection (computer programming); Psychology; Politics; Epistemology; Sociology; Cognitive psychology; Computer science; Political 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":[0.002480977,0.00005241193,0.0001066262,0.0005863316,0.0007127856,0.0001376836,0.00003888132,0.0001167361,0.00005574518],"category_scores_gemma":[0.00219884,0.00005131945,0.00002069563,0.0009636854,0.00007420335,0.000834036,0.000006114593,0.0006347057,0.000004366389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080827,"about_ca_system_score_gemma":0.0001741032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001908651,"about_ca_topic_score_gemma":0.000111939,"domain_scores_codex":[0.9989579,0.0003598894,0.0003362777,0.00005610316,0.0001555439,0.0001342294],"domain_scores_gemma":[0.998746,0.0006703475,0.0003648558,0.00001782737,0.0001565893,0.00004436244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009956882,0.000130954,0.276907,0.000005772863,0.00003150431,0.000004824444,0.335154,0.0005053814,0.00005834969,0.2065485,0.001266184,0.179288],"study_design_scores_gemma":[0.003431172,0.0002539541,0.120092,0.000842568,0.00007409511,0.00002845693,0.2502758,0.0001720649,0.00003366759,0.006554027,0.6179048,0.0003374312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958768,0.0002803124,0.0004228324,0.00711308,0.0004822724,0.000100552,1.216296e-7,0.000008567021,0.03282432],"genre_scores_gemma":[0.9966884,0.00005054376,0.0001178737,0.00002901017,0.0006553999,0.000001427253,0.000001094587,0.000004305342,0.002451926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6166386,"threshold_uncertainty_score":0.5482243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489107243718063,"score_gpt":0.3900418341086423,"score_spread":0.3151507616714617,"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."}}