{"id":"W4405715955","doi":"10.20944/preprints202412.1751.v1","title":"Ableism and Employment: A Scoping Review of Literature","year":2024,"lang":"en","type":"review","venue":"Preprints.org","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ableism; Thematic analysis; PsycINFO; Disability studies; Aotearoa; CINAHL; Narrative; Equity (law); Sociology; Public relations; Psychology; Political science; Gender studies; Qualitative research; Social science; MEDLINE; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008511331,0.001407618,0.003202888,0.01760229,0.00142514,0.004956746,0.001780821,0.00298449,0.005425464],"category_scores_gemma":[0.03887175,0.001126023,0.003429666,0.01862479,0.001397961,0.003991463,0.002934038,0.00198553,0.0007399057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003493293,"about_ca_system_score_gemma":0.0215727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009982924,"about_ca_topic_score_gemma":0.02228342,"domain_scores_codex":[0.9944126,0.00176085,0.001862926,0.0004212878,0.001246947,0.0002954346],"domain_scores_gemma":[0.9730818,0.02112536,0.002677915,0.0003740157,0.002414162,0.0003268174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006350198,0.00003278949,0.000703504,0.735517,0.001094329,0.0003037417,0.001493467,0.0001792407,0.0001720427,0.002044361,0.01037847,0.2480175],"study_design_scores_gemma":[0.00001229306,0.00003506373,0.001295787,0.9295188,0.002248601,0.0003445104,0.0008415881,0.00003296679,0.00007480932,0.0008115752,0.06476624,0.00001757664],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002403028,0.9983817,0.00009891101,0.0004332483,0.0001540408,0.00005768163,0.00006393067,0.000004051551,0.0005661408],"genre_scores_gemma":[0.001692554,0.9975342,0.0001965086,0.0002335933,0.00006310765,0.000111931,0.00005631666,0.000002286117,0.0001095407],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01760229,"threshold_uncertainty_score":0.04501277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4419819495293577,"score_gpt":0.6163452663847844,"score_spread":0.1743633168554267,"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."}}