{"id":"W7115812554","doi":"","title":"DWELLING SATISFACTION OF DISABLED HOUSEHOLDS IN ONTARIO","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Stock (firearms); Life satisfaction; Descriptive statistics; Public housing; Accommodation; Survey data collection; Census","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002861078,0.0002190652,0.0004497331,0.0002638812,0.0004464631,0.000002903643,0.0004806287,0.0005852653,0.2824472],"category_scores_gemma":[0.00003483738,0.0002673439,0.0001110759,0.0005222788,0.00006928353,0.000110919,0.0002274311,0.002265687,0.00003866707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006077,"about_ca_system_score_gemma":0.0007251266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09554223,"about_ca_topic_score_gemma":0.8766673,"domain_scores_codex":[0.9980769,0.0005785975,0.0004783738,0.0003757983,0.0001988099,0.0002915253],"domain_scores_gemma":[0.9984342,0.0002316275,0.0005924131,0.0005918672,0.00009945899,0.00005041132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005654857,0.0001059175,0.9489438,0.0002634053,0.00006847001,0.00001268507,0.005142108,0.00006499732,0.000087835,0.002779567,0.0005100468,0.04145569],"study_design_scores_gemma":[0.001027521,0.00005572498,0.660614,0.0002397568,0.00007063426,2.308242e-7,0.0343556,0.00001716558,0.00002659469,0.0001920431,0.3031755,0.0002252713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3565986,0.00003320082,0.00004955129,0.00004495698,0.0004834738,0.0005867257,0.00002311009,0.0001003351,0.6420801],"genre_scores_gemma":[0.4363069,0.00004155123,0.0002221774,0.00002892408,0.000008018025,0.00001362505,0.0002245589,0.00002480017,0.5631295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.781125,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983072353966261,"score_gpt":0.3211778192988696,"score_spread":0.271347095759207,"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."}}