{"id":"W2980077624","doi":"10.15173/ijsap.v3i2.3770","title":"Students as contested: Exploring issues of student identity and identification in educational spaces","year":2019,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Identity (music); Identification (biology); Space (punctuation); Pedagogy; Student engagement; Sociology; Identifier; Qualitative research; Mathematics education; Psychology; Social science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01282933,0.0004929526,0.000661087,0.002647901,0.01239583,0.02231505,0.001794006,0.002893699,0.002698363],"category_scores_gemma":[0.01768258,0.0003587238,0.0005030214,0.002509752,0.02420304,0.01970377,0.01978639,0.004004169,0.0003319729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003468058,"about_ca_system_score_gemma":0.00588824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502187,"about_ca_topic_score_gemma":0.002574611,"domain_scores_codex":[0.9761138,0.0193412,0.0004278058,0.0007526909,0.001751373,0.001613046],"domain_scores_gemma":[0.9873676,0.008413014,0.00145621,0.0007406831,0.0007317635,0.001290688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000192636,0.0000282245,0.003366206,0.0000494637,0.000004155336,0.0002336465,0.9433209,0.00005198147,0.0001712764,0.0422122,0.00021252,0.01033028],"study_design_scores_gemma":[0.000002558726,0.00003143128,0.000812604,0.00007050025,0.000003121532,0.0001751769,0.9810776,0.0001761296,0.0002194997,0.008070384,0.009353033,0.000008004063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9295974,0.001552327,0.01628478,0.008422586,0.0001831431,0.00006627022,0.00001888314,0.00003203534,0.04384246],"genre_scores_gemma":[0.997824,0.0002619486,0.0005693106,0.0001437508,0.00001452087,0.00002042536,0.000005473578,0.000007803308,0.001152916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02231505,"threshold_uncertainty_score":0.0678488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1690160953685828,"score_gpt":0.6049453536708548,"score_spread":0.435929258302272,"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."}}