{"id":"W7124671531","doi":"","title":"Grounded in liquidity: writing and identity in third space","year":2024,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Identity (music); Negotiation; Impermanence; Narrative; Space (punctuation); Identity negotiation; Flexibility (engineering); Meaning (existential)","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":[0.02790456,0.0006528078,0.0008063802,0.003325687,0.0180606,0.02891528,0.002074799,0.004158712,0.006423028],"category_scores_gemma":[0.06324755,0.0004942748,0.0006396552,0.002530008,0.05358781,0.02248916,0.02572931,0.006447874,0.001078779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004982591,"about_ca_system_score_gemma":0.006780745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001388898,"about_ca_topic_score_gemma":0.001080413,"domain_scores_codex":[0.9553575,0.03542069,0.001348287,0.001747004,0.004366738,0.001759779],"domain_scores_gemma":[0.9317101,0.04870831,0.006972165,0.005331183,0.003053769,0.004224459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004020015,0.00002960998,0.002035783,0.0001147188,0.000008500585,0.0007434721,0.82797,0.0001551418,0.0006937116,0.1534326,0.001068604,0.01370761],"study_design_scores_gemma":[0.000032199,0.00008751042,0.001123823,0.0005829794,0.00001472176,0.00141124,0.7263739,0.0007154184,0.001027793,0.156918,0.1116487,0.00006380511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5571014,0.004356561,0.08761388,0.03694272,0.0007750199,0.0002642259,0.00005968412,0.0003113096,0.3125751],"genre_scores_gemma":[0.988135,0.0003202836,0.003407705,0.0006263503,0.00006442314,0.00005224115,0.00001507173,0.00006959109,0.00730927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02891528,"threshold_uncertainty_score":0.1475751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375387602981304,"score_gpt":0.3039475964955408,"score_spread":0.2801937204657278,"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."}}