{"id":"W4411985753","doi":"10.15353/cjds.v13i2.1117","title":"Testimonial of Catherine Frazee","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Autobiographical and Biographical Writing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testimonial; Sociology; Advertising; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003111464,0.0001046453,0.0002904318,0.000142622,0.0001717504,0.00007192329,0.0001366995,0.00003028665,0.0003942744],"category_scores_gemma":[0.0002917985,0.00006879986,0.000283472,0.0001525269,0.002453594,0.00011297,0.00001471222,0.0001991622,0.000004050238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005205495,"about_ca_system_score_gemma":0.0001258781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005421643,"about_ca_topic_score_gemma":0.119935,"domain_scores_codex":[0.999115,0.00003084491,0.0004334296,0.0001035406,0.0001248465,0.0001922611],"domain_scores_gemma":[0.9991475,0.0002476248,0.00007428354,0.0000854177,0.000253332,0.0001918061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004966405,0.0002702801,0.3082846,0.001746135,0.002373835,0.0002695389,0.06998848,0.000008845838,0.0001764283,0.512742,0.02352924,0.08056097],"study_design_scores_gemma":[0.0004958443,0.001506909,0.05587219,0.001697622,0.0005129344,0.00005822551,0.05151059,0.00004567927,0.0001727205,0.128579,0.7589099,0.0006383346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656686,0.0190777,0.000004273098,0.009407531,0.00113529,0.00007813828,0.0001288393,0.00001896003,0.004480692],"genre_scores_gemma":[0.9990309,0.00008974392,0.00004837415,0.00006953323,0.0006228513,0.000001362823,7.211443e-7,0.000007288685,0.0001292331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7353807,"threshold_uncertainty_score":0.9040368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05675182967049187,"score_gpt":0.277763938589338,"score_spread":0.2210121089188462,"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."}}