{"id":"W4402530421","doi":"10.24908/cpp-apc.v2024i2.17933","title":"Book Review of Home Truths aims to shake up the Canadian housing system","year":2024,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Shake; Architectural engineering; Sociology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006934755,0.0002832261,0.0005053272,0.0008164991,0.000399972,0.0002110367,0.0003569926,0.0001027086,0.0001133132],"category_scores_gemma":[0.00004192643,0.0002883943,0.00008464008,0.0006078664,0.00007292509,0.0001474124,0.00003397436,0.0002639323,0.00002911065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360801,"about_ca_system_score_gemma":0.007873598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997425,"about_ca_topic_score_gemma":0.9994429,"domain_scores_codex":[0.9977449,0.00005246886,0.0006308947,0.0004551595,0.00009575658,0.001020891],"domain_scores_gemma":[0.998216,0.00008035319,0.0001424173,0.0004593609,0.00004405302,0.001057862],"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":[0.000001422969,0.000001366192,0.0009069229,0.001961158,0.00006545393,0.0001538805,0.001746276,0.00007230964,3.329112e-7,0.4705562,0.5241733,0.0003613317],"study_design_scores_gemma":[0.00008932358,0.00002203912,0.004272932,0.003467151,0.00001805087,0.00003124996,0.0001608806,0.0001667167,0.00000538547,0.0001243128,0.9913116,0.0003303549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02035281,0.3453809,0.0001322207,0.1359957,0.003495969,0.001530076,0.007520015,0.0001317243,0.4854606],"genre_scores_gemma":[0.8842907,0.002733447,0.00001730185,0.108566,0.0003998816,0.00004485944,0.00005615185,0.00005480877,0.003836798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8639379,"threshold_uncertainty_score":0.9999568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086641577959031,"score_gpt":0.2484494642637447,"score_spread":0.2275830484841544,"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."}}