{"id":"W4411985745","doi":"10.15353/cjds.v13i2.1118","title":"Testimonial of K. Sonu Gaind","year":2024,"lang":"lt","type":"article","venue":"Canadian Journal of Disability Studies","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Testimonial; Psychology; 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":[0.001934087,0.000454267,0.0008364947,0.0008992305,0.005448492,0.002767997,0.0009799056,0.00689829,0.02025503],"category_scores_gemma":[0.02083671,0.0002944292,0.000475507,0.000586878,0.001018581,0.001510953,0.002137354,0.0127286,0.006684968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002464337,"about_ca_system_score_gemma":0.005595656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240951,"about_ca_topic_score_gemma":0.01753845,"domain_scores_codex":[0.9978332,0.0004546689,0.0001705696,0.000306323,0.0009314145,0.0003038841],"domain_scores_gemma":[0.9950473,0.001635645,0.0002289504,0.0001626429,0.002081354,0.0008440954],"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":[0.00003659563,0.00001213109,0.0002683348,0.00008318573,0.00001195085,0.002983384,0.0008222007,0.00004306738,0.0002786103,0.003810718,0.9853777,0.006272198],"study_design_scores_gemma":[0.0000158408,0.00002450656,0.001088036,0.0003627692,0.00002474823,0.004831264,0.002511322,0.000177552,0.0005483298,0.001779515,0.9885964,0.00003980934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008056316,0.01593386,0.0009462738,0.8019217,0.07289299,0.0001418317,0.0008157371,0.0001290437,0.09916218],"genre_scores_gemma":[0.09888844,0.01003636,0.001005733,0.5922245,0.01915447,0.0001813816,0.0003721142,0.0001780941,0.2779589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9875905,"threshold_uncertainty_score":0.06775981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07753385070001124,"score_gpt":0.3626154381681874,"score_spread":0.2850815874681761,"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."}}