{"id":"W1505078044","doi":"","title":"Revisiting Activity Theory As a Theoretical Framework For Designing Goal-Based Simulations","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Management science; Epistemology; Economics","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":[0.009753879,0.001006925,0.0007007919,0.00168938,0.00144234,0.006308542,0.003190415,0.001977146,0.00566299],"category_scores_gemma":[0.0373249,0.0008446859,0.001136704,0.00117269,0.00571595,0.007858796,0.00313298,0.003110898,0.0007957595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683768,"about_ca_system_score_gemma":0.00494724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248557,"about_ca_topic_score_gemma":0.004457689,"domain_scores_codex":[0.9899393,0.007643071,0.0004138103,0.000594372,0.001108552,0.0003008212],"domain_scores_gemma":[0.977048,0.01868127,0.0007059914,0.00147259,0.00164855,0.0004435886],"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":[0.00003762448,0.0002153044,0.001898461,0.0003167464,0.00005518555,0.00006821763,0.007661561,0.04680325,0.0005865523,0.9110473,0.0007789549,0.03053087],"study_design_scores_gemma":[0.00009909253,0.0001598082,0.0006276754,0.0004763146,0.000070584,0.00005749624,0.004202251,0.1939574,0.001787826,0.7790424,0.01947498,0.00004420422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02776511,0.0001478525,0.9408532,0.002551986,0.00007605561,0.0003741456,0.00006862924,0.0002126064,0.02795041],"genre_scores_gemma":[0.6095369,0.0002084757,0.38676,0.0002554223,0.00001607706,0.001058426,0.0001231225,0.0001158404,0.001925841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009753879,"threshold_uncertainty_score":0.05158406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03848937554244724,"score_gpt":0.3721522192259858,"score_spread":0.3336628436835385,"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."}}