{"id":"W4361012045","doi":"10.21125/inted.2023.1693","title":"INITIAL FINDINGS FROM A STUDY OF MID-CAREER WORKERS WITH DISABILITIES IN THE CANADIAN CONTEXT","year":2023,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Psychology; Computer science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007583573,0.00008565527,0.0001295122,0.0001422797,0.0002532818,0.0001432286,0.0003509841,0.00005508323,0.0002732557],"category_scores_gemma":[0.0007568409,0.00006225076,0.00002571325,0.0009778654,0.000422769,0.0001617562,0.00001940123,0.0001440539,0.00003673114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668697,"about_ca_system_score_gemma":0.0003955059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8490955,"about_ca_topic_score_gemma":0.9644953,"domain_scores_codex":[0.998853,0.0000435522,0.0001976367,0.0001927141,0.000425456,0.0002876487],"domain_scores_gemma":[0.9993586,0.0002518662,0.00003846285,0.00008100745,0.0001639549,0.0001061008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002195825,0.0000895945,0.517582,0.00000378841,0.00001159483,4.629412e-7,0.4772629,4.543238e-7,0.000002308957,0.0009761499,0.003725373,0.000323424],"study_design_scores_gemma":[0.0002545317,0.0001036988,0.1582406,0.00004413927,0.000009821519,1.054906e-7,0.8351085,0.000002496266,0.00001985966,0.0006797549,0.005464332,0.0000721972],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752497,0.000004090834,6.048552e-8,0.008499496,0.0001528902,0.0005786621,0.000009906953,0.00004184742,0.01546333],"genre_scores_gemma":[0.9990523,9.2853e-7,0.000004334664,0.0003154397,0.00006233127,0.0001412408,0.000005757744,0.000007640906,0.0004099987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3593414,"threshold_uncertainty_score":0.2991958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09179514994536049,"score_gpt":0.3528331869530441,"score_spread":0.2610380370076836,"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."}}