{"id":"W2111329376","doi":"10.20360/g26w22","title":"Socializing the Digital: Taking Emic Perspectives on Digital Domains","year":2012,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Brock University","funders":"","keywords":"Emic and etic; Sociology; Psychology; Literacy; Computer science; Pedagogy; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005201974,0.0007425061,0.0004323394,0.005569426,0.009887442,0.02003581,0.001100934,0.003630245,0.005513469],"category_scores_gemma":[0.004612886,0.0002262867,0.0004714325,0.003370317,0.04325102,0.02655378,0.01594569,0.005114083,0.0005932158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005286507,"about_ca_system_score_gemma":0.001846215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002426197,"about_ca_topic_score_gemma":0.002874305,"domain_scores_codex":[0.9942986,0.004328604,0.0001205396,0.0002909053,0.0004444935,0.0005168045],"domain_scores_gemma":[0.9955715,0.002828562,0.0003250671,0.00037848,0.0003257952,0.0005706215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001120805,0.00002545005,0.0009817504,0.00005619861,0.000005719044,0.0003030416,0.1416016,0.0001024417,0.0001589417,0.8448482,0.002551593,0.009353801],"study_design_scores_gemma":[0.00001045441,0.00003232203,0.001222756,0.0005048183,0.00001118828,0.0005478152,0.3019717,0.0003576543,0.0004075865,0.2616428,0.4332772,0.00001369303],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1008359,0.01355066,0.01504757,0.0666816,0.000900081,0.00004160835,0.00008858324,0.0000475951,0.8028064],"genre_scores_gemma":[0.9603923,0.006721561,0.004284417,0.00703027,0.0007222593,0.00008455215,0.00006204277,0.00006674805,0.0206358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02003581,"threshold_uncertainty_score":0.03835642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170426934779338,"score_gpt":0.3376432249454142,"score_spread":0.3206005314674804,"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."}}