{"id":"W2471812837","doi":"","title":"Digital selves, digital scholars: Theorising academic identity in online spaces","year":2016,"lang":"en","type":"article","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Scholarship; Identity (music); Sociology; Conceptualization; Affordance; Digital identity; Media studies; Epistemology; Public relations; Aesthetics; Political science; Law; Psychology; Computer science; Computer security","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":[0.0002547277,0.000091347,0.0001297987,0.00007654316,0.0001563478,0.0004243439,0.0002910661,0.0001769807,0.0001342145],"category_scores_gemma":[0.002570898,0.00006504448,0.00005395731,0.0003268687,0.0003658402,0.003841022,0.00006848773,0.0002006048,0.0001956995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000155176,"about_ca_system_score_gemma":0.0001787856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005072212,"about_ca_topic_score_gemma":0.001335645,"domain_scores_codex":[0.9987438,0.00006501247,0.0001950664,0.00016911,0.000401289,0.0004256876],"domain_scores_gemma":[0.9991132,0.0005141936,0.00005246469,0.00009334075,0.00005104283,0.0001757855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006692168,0.00006392611,0.6432292,0.000003467816,0.000009678476,0.000007270262,0.00989566,6.750048e-8,0.0001541903,0.2863877,0.0004013423,0.05984072],"study_design_scores_gemma":[0.001105403,0.00005550135,0.0420556,0.0002556924,0.00001565814,0.000002317753,0.1360286,0.000002318931,0.0004433513,0.5252519,0.2941112,0.0006724924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473403,0.0001089796,0.0001918752,0.003956882,0.0004932961,0.0001055125,0.00006038764,0.0001077656,0.04763508],"genre_scores_gemma":[0.9929562,0.0001717808,0.00004091457,0.0001870266,0.0008878356,0.000002092617,0.000004338268,0.000009311095,0.005740531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6011736,"threshold_uncertainty_score":0.4091958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080211848423366,"score_gpt":0.3661417908082957,"score_spread":0.3353396723240621,"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."}}