{"id":"W4411993725","doi":"10.15353/cjds.v13i2.1133","title":"Testimonial of Tim Stainton","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":"Canadian Institute for Advanced Research","funders":"","keywords":"Testimonial; Psychology; Advertising; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002649678,0.0009037365,0.001370985,0.00181431,0.01225913,0.004493751,0.001754958,0.01408646,0.01746094],"category_scores_gemma":[0.02328419,0.0005021775,0.0008711499,0.001207357,0.001958108,0.002263295,0.003628873,0.02431664,0.006371209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005694451,"about_ca_system_score_gemma":0.005344584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02547293,"about_ca_topic_score_gemma":0.05518623,"domain_scores_codex":[0.9974062,0.0007167064,0.0001985051,0.0003586677,0.00090924,0.0004105945],"domain_scores_gemma":[0.994328,0.002590398,0.0002872602,0.0001757824,0.001569992,0.001048724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002586092,0.0000122707,0.00004185674,0.00006816137,0.00001065655,0.001058738,0.001011225,0.00003328449,0.0002171626,0.003506653,0.9916448,0.002369393],"study_design_scores_gemma":[0.00001039831,0.00001831908,0.0003590662,0.0002491204,0.00001688718,0.0008884597,0.002950025,0.00009172147,0.0002754667,0.001210244,0.9939026,0.00002775519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004414594,0.01809109,0.0006199149,0.7277402,0.1559857,0.0001419583,0.0008542136,0.00009999386,0.0920523],"genre_scores_gemma":[0.04874162,0.01184308,0.000689115,0.4789953,0.04722115,0.0002886714,0.000258603,0.0002259729,0.4117365],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02547293,"threshold_uncertainty_score":0.05841267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943130353374511,"score_gpt":0.2845156802019221,"score_spread":0.225084376668177,"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."}}