{"id":"W4411993403","doi":"10.15353/cjds.v13i2.1135","title":"Testimonial of Sarah Jama","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"African history and culture studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Testimonial; Psychoanalysis; Psychology; Advertising","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008746897,0.00008507616,0.000288531,0.0000589721,0.0004895416,0.00004050069,0.0001927647,0.00004739791,0.00008740791],"category_scores_gemma":[0.002782139,0.00006569638,0.0001585519,0.0003052856,0.003220953,0.0002322989,0.0000124768,0.0001745888,0.000005925199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007012512,"about_ca_system_score_gemma":0.00109665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008275572,"about_ca_topic_score_gemma":0.3058163,"domain_scores_codex":[0.9990034,0.0001309551,0.0003211376,0.0001033504,0.0002216103,0.0002195551],"domain_scores_gemma":[0.9988763,0.0003222809,0.00009130431,0.00008114876,0.0003857969,0.0002432089],"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":[0.00002984513,0.00006739573,0.1687277,0.0003182656,0.001023656,0.0001509727,0.5487323,0.00001822808,0.00003601702,0.09150064,0.1602432,0.02915178],"study_design_scores_gemma":[0.0001526503,0.0002009671,0.0227699,0.0003083246,0.000177446,0.000009283206,0.2531415,9.370631e-7,0.00002200999,0.01670776,0.7063209,0.0001883237],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7252473,0.1356582,0.00001932832,0.04226955,0.005037582,0.000263317,0.0001051978,0.0000374881,0.09136198],"genre_scores_gemma":[0.9985951,0.000251989,0.00008496707,0.00004917716,0.0005599342,0.000001670535,1.443273e-7,0.000004385505,0.000452634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460777,"threshold_uncertainty_score":0.9994917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05435228972514321,"score_gpt":0.3439762461000425,"score_spread":0.2896239563748993,"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."}}