{"id":"W7164666000","doi":"10.7939/84362","title":"Constructing Identity: A Narrative Analysis of Academic Restructuring Discussion Forums at the University of Alberta","year":2023,"lang":"en","type":"other","venue":"University of Alberta Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Restructuring; Narrative; Narrative inquiry; Work (physics); Discourse analysis; Content analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008399677,0.0004238454,0.0003536767,0.005228346,0.02770731,0.01624019,0.002713804,0.00202547,0.01062761],"category_scores_gemma":[0.02581128,0.0003507406,0.0002326196,0.006829235,0.009068683,0.004404032,0.00676709,0.002408345,0.001247435],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02755722,"about_ca_system_score_gemma":0.02398248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3319681,"about_ca_topic_score_gemma":0.4805062,"domain_scores_codex":[0.9919458,0.005067708,0.0001380514,0.0003928526,0.001455475,0.00100009],"domain_scores_gemma":[0.9669456,0.02413946,0.001724688,0.0007124476,0.003097799,0.003379952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004164455,0.00003226889,0.003035496,0.00004703648,0.000002487278,0.0004280141,0.9734575,0.0000701462,0.0002667122,0.008781878,0.003914799,0.009922046],"study_design_scores_gemma":[0.000003956398,0.00000821599,0.004306304,0.00009602246,0.000003883739,0.00004949822,0.9440811,0.0001722717,0.0002649809,0.001179113,0.04981999,0.00001463643],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8004323,0.0009531578,0.005276692,0.006727207,0.0002624356,0.000317947,0.0007040777,0.0001864041,0.1851398],"genre_scores_gemma":[0.9516833,0.0004179279,0.002243354,0.0003831836,0.00003817349,0.0001353452,0.0002728362,0.0001906917,0.04463518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9724428,"threshold_uncertainty_score":0.6600716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009701136678585758,"score_gpt":0.2116189092353083,"score_spread":0.2019177725567226,"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."}}