{"id":"W4411985738","doi":"10.15353/cjds.v13i2.1114","title":"Testimonial of Christie and Alicia Duncan","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Irish and British 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":[0.0007815466,0.00007830467,0.0002867456,0.00006177069,0.0003860515,0.00006095258,0.0001103603,0.00003751288,0.00002856218],"category_scores_gemma":[0.002227919,0.00006732474,0.00008273734,0.0002073656,0.002845757,0.0001408804,0.00001769688,0.000118662,0.00000135477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002614623,"about_ca_system_score_gemma":0.0007896023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05029668,"about_ca_topic_score_gemma":0.3575606,"domain_scores_codex":[0.9990959,0.00008183397,0.0002973987,0.0001044304,0.000183032,0.0002374496],"domain_scores_gemma":[0.9989895,0.0003439474,0.00006594564,0.0000574547,0.000283693,0.0002594347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001439499,0.00003852952,0.5990393,0.0003805628,0.000602553,0.0002098827,0.07097811,0.000002717806,0.0000143549,0.003601839,0.2740037,0.05111403],"study_design_scores_gemma":[0.0004516586,0.0005254308,0.4936723,0.00110685,0.0003709822,0.00007114437,0.1913926,0.000006983656,0.00005967718,0.01569405,0.2962028,0.0004455167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910444,0.0650996,0.000002794734,0.01371114,0.00107717,0.00009665547,0.0000485687,0.000009616911,0.009510411],"genre_scores_gemma":[0.9981903,0.001099664,0.00008010823,0.00005195994,0.0004343114,0.00000140671,1.765551e-7,0.000004413551,0.0001376472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3072639,"threshold_uncertainty_score":0.9998679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948899372651964,"score_gpt":0.349721255363666,"score_spread":0.3102322616371463,"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."}}