{"id":"W7045723431","doi":"","title":"City of Winnipeg Comprehensive Housing Needs Assessment, January 2020","year":2020,"lang":"en","type":"report","venue":"WinnSpace (University of Winnipeg)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordable housing; Subsidy; Government (linguistics); Subsidized housing; Identification (biology); Public housing; Order (exchange); Supply and demand; Baseline (sea)","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":[0.000349425,0.0005613195,0.001441861,0.0005527302,0.0002685173,0.00003950646,0.001028625,0.000292969,0.05263997],"category_scores_gemma":[0.00002543134,0.0007236464,0.0006624863,0.001306005,0.0005636434,0.0001086577,0.001236891,0.001106688,0.00004114528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001002585,"about_ca_system_score_gemma":0.002678669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078633,"about_ca_topic_score_gemma":0.0003844516,"domain_scores_codex":[0.9961345,0.0002091039,0.0005188523,0.0007135484,0.001855362,0.0005686562],"domain_scores_gemma":[0.9958251,0.0002222231,0.001207503,0.00090527,0.001494041,0.0003458401],"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":[0.0002834249,0.0008454431,0.1398228,0.002262419,0.002234491,0.0001904567,0.002608468,0.00007067755,0.01080867,0.0007486531,0.7454395,0.09468499],"study_design_scores_gemma":[0.00233495,0.000512553,0.1674361,0.0007433558,0.0007788965,0.000004625678,0.01747242,0.0007078049,0.0002762942,0.0001027316,0.8085456,0.001084709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1048153,0.0003829509,0.005220647,0.007795177,0.000631952,0.001620419,0.001154989,0.0001073649,0.8782712],"genre_scores_gemma":[0.9251405,0.0005187575,0.00395093,0.00006548286,0.0009786013,0.000002996111,0.001086757,0.0001028182,0.06815318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8203251,"threshold_uncertainty_score":0.9995214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03260897124639222,"score_gpt":0.2787950014943477,"score_spread":0.2461860302479555,"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."}}