{"id":"W3202572365","doi":"10.1108/jpcc-05-2021-0026","title":"Defining and exploring pracademia: identity, community, and engagement","year":2021,"lang":"en","type":"article","venue":"Journal of Professional Capital and Community","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scholarship; Sociology; Field (mathematics); Metaphor; Meaning (existential); Value (mathematics); Originality; Identity (music); Epistemology; Legitimacy; Conversation; Relevance (law); Public relations; Engineering ethics; Political science; Social science; Computer science; Politics","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":[0.01319903,0.0004608356,0.0007973828,0.003684928,0.01665031,0.01446729,0.00175807,0.002902912,0.004345665],"category_scores_gemma":[0.02164027,0.0003755393,0.0004916307,0.002415671,0.06921371,0.02142751,0.02089921,0.005455209,0.0006946828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004026588,"about_ca_system_score_gemma":0.00888571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857298,"about_ca_topic_score_gemma":0.002387139,"domain_scores_codex":[0.9781658,0.01605411,0.0006438788,0.001706059,0.002195769,0.001234375],"domain_scores_gemma":[0.9851012,0.007467984,0.001557337,0.002359222,0.001526531,0.001987767],"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":[0.00001277746,0.00002487023,0.001149261,0.0001053205,0.000005284926,0.0002627653,0.2224887,0.00009609874,0.0003657572,0.76112,0.001077028,0.0132922],"study_design_scores_gemma":[0.000009158439,0.00005838107,0.001566245,0.0004891243,0.0000122948,0.001142798,0.2714635,0.0007881128,0.0004298582,0.5290583,0.1949369,0.0000452916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2892187,0.007253204,0.1722062,0.04312479,0.001206288,0.0004252714,0.00009092577,0.0002274426,0.4862472],"genre_scores_gemma":[0.9838237,0.0007138719,0.009071147,0.0008463914,0.00006972575,0.0001568309,0.0000264294,0.000043868,0.005247962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01665031,"threshold_uncertainty_score":0.06980401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1884338324956125,"score_gpt":0.4215701686404038,"score_spread":0.2331363361447913,"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."}}