{"id":"W4408118061","doi":"10.1080/09687599.2025.2470726","title":"‘I’m a cracked vase’: identity narratives of disabled pre-service teachers","year":2025,"lang":"en","type":"article","venue":"Disability & Society","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Narrative; Identity (music); Vase; Psychology; Service (business); Sociology; Art; Gender studies; Psychoanalysis; Visual arts; Aesthetics; Literature; Business","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001973308,0.000169457,0.0003192315,0.0000130216,0.0005797102,0.0001015618,0.000542445,0.0001624623,0.001067264],"category_scores_gemma":[0.000774128,0.0001700867,0.0004177993,0.001005696,0.001878459,0.0005832209,0.0001273917,0.0001916097,0.0000219031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006606046,"about_ca_system_score_gemma":0.0005378035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008114447,"about_ca_topic_score_gemma":0.02571869,"domain_scores_codex":[0.997668,0.0004843921,0.0004908348,0.0004559924,0.0005281746,0.000372579],"domain_scores_gemma":[0.9985557,0.0003155337,0.0001284369,0.0005879407,0.0002616447,0.0001507361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002649788,0.001917273,0.4172409,0.0002178074,0.0001240245,2.312356e-8,0.5298951,0.00001133473,0.0002205485,0.0384446,0.01027809,0.001623761],"study_design_scores_gemma":[0.0005286972,0.00002447639,0.2926234,0.00006315436,0.00006498527,3.240574e-8,0.6107138,0.00003339811,0.0001696951,0.05516182,0.0403586,0.000257923],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547276,0.00006599938,0.0002422151,0.0256169,0.0004519466,0.000676317,0.00002203803,0.000123507,0.01807346],"genre_scores_gemma":[0.9964895,0.00003106846,0.0005928819,0.001015103,0.00007555446,0.00009503996,0.00002082339,0.000008082489,0.001671969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246176,"threshold_uncertainty_score":0.9998459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02870955546656299,"score_gpt":0.3827297871067856,"score_spread":0.3540202316402226,"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."}}