{"id":"W2260630825","doi":"","title":"Cognitive Ethnography: Merging the Social and Cognitive in Learning and Technology","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnography; Cognition; Cognitive psychology; Cognitive reframing; Psychology; Social cognitive theory; Cognitive science; Sociology; Computer science; Social psychology; Anthropology","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":[0.01477108,0.000700383,0.0003809742,0.005608566,0.003576927,0.008901021,0.001655124,0.001906783,0.004579023],"category_scores_gemma":[0.03122338,0.0006073502,0.0005107628,0.002931373,0.02014245,0.01597564,0.007505603,0.00201429,0.0003764882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223523,"about_ca_system_score_gemma":0.003278544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796731,"about_ca_topic_score_gemma":0.007700626,"domain_scores_codex":[0.9771857,0.02028166,0.0003075131,0.0007196744,0.0009907744,0.0005146895],"domain_scores_gemma":[0.9162741,0.07616604,0.001446218,0.003932859,0.001239227,0.0009415667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008172503,0.0001998393,0.01205746,0.001178946,0.00009305456,0.0006190435,0.4048246,0.0008153999,0.002101742,0.3834647,0.004920064,0.1896435],"study_design_scores_gemma":[0.00009794831,0.0001229233,0.01313128,0.002037779,0.0001225835,0.001297732,0.3047242,0.004776727,0.00352587,0.50526,0.1647904,0.0001125336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1685073,0.008817942,0.6940478,0.01399951,0.001034383,0.0005273182,0.0003426922,0.0007122378,0.1120108],"genre_scores_gemma":[0.8476679,0.003211722,0.1399473,0.001594087,0.0003437225,0.0008401015,0.0001576207,0.0003064649,0.005931141],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01477108,"threshold_uncertainty_score":0.07811791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06346600651241673,"score_gpt":0.4124312428330693,"score_spread":0.3489652363206525,"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."}}