{"id":"W7111579332","doi":"","title":"Block Property Management for Community Residential Housing","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Place Attachment and Urban Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Property management; Real estate; Government (linguistics); Population; Appropriation; Subdivision; Port (circuit theory); Metropolitan area; Quarter (Canadian coin); Public housing","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":[0.000936656,0.0001493867,0.0002211859,0.00007559574,0.002206105,0.000134196,0.0003167812,0.0001453046,0.00005925038],"category_scores_gemma":[0.00007330656,0.0001085688,0.0001077064,0.00009055841,0.00006279688,0.00007842775,0.00004179294,0.0001823854,0.00003135432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008495345,"about_ca_system_score_gemma":0.00005387586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006546033,"about_ca_topic_score_gemma":0.1395911,"domain_scores_codex":[0.9988405,0.0002165646,0.0001823388,0.0001583094,0.0003221725,0.0002800997],"domain_scores_gemma":[0.9994233,0.000119849,0.0001191862,0.0001733088,0.0001210011,0.00004338654],"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":[0.0002996832,0.000192397,0.00123948,0.0008990002,0.0005121362,0.000002309945,0.03335312,0.000002955763,0.00004124866,0.02785519,0.9186906,0.01691185],"study_design_scores_gemma":[0.000477073,0.00005919082,0.002520497,0.0001825913,0.0002954476,3.290461e-8,0.08449899,0.00000721,0.0001415009,0.001689981,0.9097257,0.0004017884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05153071,0.0001296545,0.00007251083,0.0004990787,0.001223276,0.001199331,0.000005029562,0.0001651749,0.9451752],"genre_scores_gemma":[0.3001894,0.0001798791,0.0005256747,0.000120866,0.0003928803,0.0001348358,0.0002051832,0.00002123085,0.69823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2486587,"threshold_uncertainty_score":0.9990929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708079815059719,"score_gpt":0.3547458206599132,"score_spread":0.307665022509316,"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."}}