{"id":"W6913202266","doi":"10.5683/sp3/lud07x","title":"Canadian Housing Survey, 2021","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Public housing; Stock (firearms); Affordable housing; Perception; Subdivision","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":[0.002049486,0.001913398,0.001716278,0.005104698,0.002325918,0.003254322,0.00406622,0.001224508,0.04479709],"category_scores_gemma":[0.008845862,0.001217247,0.00160645,0.0141215,0.0003517644,0.001478751,0.001622948,0.002273954,0.02629842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02338902,"about_ca_system_score_gemma":0.03659221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.968746,"about_ca_topic_score_gemma":0.9772533,"domain_scores_codex":[0.9979098,0.000147864,0.000278754,0.0003039381,0.001005793,0.0003538048],"domain_scores_gemma":[0.989987,0.0003430616,0.0004157301,0.0003899818,0.008207404,0.0006568588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002813606,0.00001336851,0.002415344,0.0002962096,0.00002131871,0.0000125231,0.00002729348,0.0001266343,0.00001301165,0.0005771528,0.993951,0.002518136],"study_design_scores_gemma":[0.0002351693,0.00002277417,0.1130027,0.0008510055,0.00008296663,0.00006344102,0.000402495,0.0008889629,0.0001653886,0.0007933076,0.8834147,0.00007709439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001196087,0.00008085916,0.0000351758,0.00007317728,0.0000223026,0.00002961418,0.9985805,0.00002499693,0.001033861],"genre_scores_gemma":[0.0009646844,0.0002137535,0.0003719154,0.00009235137,0.00001128519,0.0001898308,0.9954845,0.00003272996,0.002639032],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04479709,"threshold_uncertainty_score":0.1697001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04068920875618918,"score_gpt":0.288472422295571,"score_spread":0.2477832135393818,"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."}}