{"id":"W1991768429","doi":"10.1007/s12124-015-9299-1","title":"Digital Ethnography and the Social Dimension of Introspection: An Empirical Study in Two Colombian Schools","year":2015,"lang":"en","type":"article","venue":"Integrative Psychological and Behavioral Science","topic":"Cultural and political discourse analysis","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sheridan College","funders":"Economic and Social Research Council","keywords":"Introspection; Ethnography; Sociology; Autonomy; Situated; Institution; Relevance (law); Empirical research; Public relations; Perspective (graphical); Dimension (graph theory); Participant observation; Pedagogy; Psychology; Epistemology; Social science; Political science; Computer science; Law; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001170982,0.0001049651,0.0002357888,0.00007595826,0.0005124771,0.000243876,0.0002353182,0.00004733217,0.00002684919],"category_scores_gemma":[0.0001900382,0.00004873602,0.00005307033,0.001118079,0.005876077,0.0005532915,0.00008099618,0.0002582729,0.000002343605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004057751,"about_ca_system_score_gemma":0.00003832349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003707882,"about_ca_topic_score_gemma":0.005438344,"domain_scores_codex":[0.9984108,0.0003189594,0.0002115866,0.0003392982,0.0004672129,0.0002521656],"domain_scores_gemma":[0.9993574,0.00005693301,0.00005871839,0.00007664636,0.0002097778,0.0002405183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002176566,0.001426754,0.8962457,3.640654e-7,0.000004834716,0.000007134495,0.0562173,2.483628e-7,0.0002571288,0.02397122,0.00008381707,0.02156785],"study_design_scores_gemma":[0.001276081,0.0009783841,0.7644029,0.000006990385,0.00002875438,0.000002243662,0.2164895,0.00001761014,0.00001746996,0.01654708,0.000103792,0.00012915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921529,0.00002735559,0.000007564357,0.003399383,0.00006536127,0.0002581223,0.000005058419,0.00001538211,0.004068904],"genre_scores_gemma":[0.9996827,0.000005600665,0.00002862267,0.0001178601,0.00005665038,0.00001568427,0.000001015798,0.000001308431,0.00009061295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602722,"threshold_uncertainty_score":0.9968293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747685449508306,"score_gpt":0.5323636013504226,"score_spread":0.357595056399592,"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."}}