{"id":"W4411993523","doi":"10.15353/cjds.v13i2.1134","title":"Testimonial of Georgia Vrakas","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Ancient Mediterranean Archaeology and History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Testimonial; Business; Advertising","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":[0.001404624,0.0007096613,0.000736744,0.000954377,0.01310878,0.00245545,0.001318438,0.01140468,0.007181082],"category_scores_gemma":[0.00832393,0.0003564333,0.0005730762,0.0005683318,0.001947884,0.0009147191,0.003618223,0.01912907,0.002298272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003877875,"about_ca_system_score_gemma":0.004845729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03492362,"about_ca_topic_score_gemma":0.09728078,"domain_scores_codex":[0.9986255,0.0003937886,0.0000868326,0.0002103772,0.0003216401,0.0003619091],"domain_scores_gemma":[0.9983345,0.0007181463,0.00009224634,0.00007599151,0.000402076,0.0003771461],"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":[0.0001076911,0.00004448599,0.0008134071,0.0002540014,0.00004979616,0.02637294,0.025951,0.0002354131,0.00302169,0.01615448,0.9110984,0.01589675],"study_design_scores_gemma":[0.00001816026,0.00004198767,0.002327849,0.0004953595,0.00004908883,0.005248306,0.02628975,0.0001663713,0.0007365015,0.002178094,0.9623842,0.00006436245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09465083,0.01582052,0.0009518408,0.6299849,0.08775865,0.0002342281,0.0006710119,0.0001691715,0.1697588],"genre_scores_gemma":[0.2972967,0.006508241,0.000850272,0.369856,0.01081031,0.0001573783,0.0001293581,0.0001060939,0.3142857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03492362,"threshold_uncertainty_score":0.06944066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791809144018505,"score_gpt":0.2824626981738091,"score_spread":0.2032817837719587,"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."}}