{"id":"W2770311018","doi":"","title":"Aging and Negotiating Social Stigma: Stereotypes and Stairs","year":2017,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stairs; Stigma (botany); Negotiation; Psychology; Physical medicine and rehabilitation; Sociology; Engineering; Medicine; Structural engineering; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002530878,0.0001891736,0.0003149351,0.0002026278,0.003976089,0.0004212843,0.0002602758,0.0003622146,0.00004494227],"category_scores_gemma":[0.0001452707,0.0002289519,0.00005352509,0.0001399776,0.0002365587,0.000328278,0.00005125564,0.0003368215,0.000003415146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488103,"about_ca_system_score_gemma":0.000462273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01903282,"about_ca_topic_score_gemma":0.05509577,"domain_scores_codex":[0.9987146,0.0001508748,0.0001076674,0.000321048,0.0002481764,0.0004575959],"domain_scores_gemma":[0.9991274,0.0001699923,0.0002930092,0.0001192621,0.00007673083,0.000213536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002243712,0.00005966258,0.1186905,0.002158175,0.0002811773,0.0001941625,0.2393071,0.000008816277,0.000004649051,0.543458,0.0167995,0.0788139],"study_design_scores_gemma":[0.0004178855,0.00001595382,0.07879347,0.0003067377,0.0001176745,4.014469e-7,0.3404412,0.00001264391,0.000001191359,0.0001993572,0.5792873,0.0004062602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6623309,0.003983322,0.00002625686,0.006699454,0.002098073,0.0006491901,0.00005192077,0.0002231378,0.3239378],"genre_scores_gemma":[0.6664947,0.003775575,0.000226135,0.0001708999,0.0007252813,0.000001185664,0.00007670648,0.00004004696,0.3284895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5624878,"threshold_uncertainty_score":0.9973206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381654508159136,"score_gpt":0.2984162607674476,"score_spread":0.2745997156858562,"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."}}