{"id":"W3114831011","doi":"10.15353/cjds.v8i4.532","title":"On Survival and Education: An Academic’s Perspective on Disability","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Resilience (materials science); Psychological resilience; Phase (matter); Threatened species; Mental illness; Psychology; Disability studies; Sociology; Social psychology; Gender studies; Psychiatry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004951543,0.0001391475,0.0002843039,0.00004228724,0.0003874397,0.00004481846,0.0001303676,0.00004095642,0.0006893626],"category_scores_gemma":[0.0001925278,0.0001059563,0.00006789219,0.00002838537,0.001023888,0.0001999813,0.000008368582,0.0003651063,0.00002758669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008291832,"about_ca_system_score_gemma":0.000460873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006490797,"about_ca_topic_score_gemma":0.1800247,"domain_scores_codex":[0.9989336,0.0001438908,0.0003256544,0.0002039456,0.0001616693,0.0002312734],"domain_scores_gemma":[0.9986914,0.0002529503,0.0001229898,0.0002041351,0.0002069045,0.000521559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001564404,0.0002382148,0.3031589,0.0001616442,0.00006887656,7.497785e-7,0.05003658,0.000002190729,2.52724e-7,0.636122,0.005223234,0.004830857],"study_design_scores_gemma":[0.0006265793,0.002339929,0.2203084,0.000272499,0.00004376852,0.000007871134,0.6077752,0.000001724577,0.000002764404,0.1311065,0.03722291,0.0002919006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470176,0.001960968,3.383243e-8,0.01253292,0.003777056,0.0002160083,0.00005447842,0.000004549458,0.0344364],"genre_scores_gemma":[0.9972121,0.00004751557,0.000006487311,0.001039893,0.001052005,0.000003967651,0.000001802379,0.000008176877,0.000628068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577386,"threshold_uncertainty_score":0.9812186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702179837413407,"score_gpt":0.3583880548544313,"score_spread":0.2881700711130906,"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."}}