{"id":"W4238184061","doi":"10.32920/ryerson.14661861","title":"An investigation into a role for municipal planners in decisions pertaining to the future of surplus schools","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mandate; General partnership; Business; Interim; Plan (archaeology); Neighbourhood (mathematics); Closure (psychology); Closing (real estate); Public administration; Public relations; Political science; Finance; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111254,0.0001969413,0.0003305303,0.001100369,0.005375017,0.00753499,0.001060283,0.0008514735,0.0062641],"category_scores_gemma":[0.01755544,0.0002563166,0.0003199741,0.001692006,0.005536167,0.003506248,0.003859099,0.001391795,0.0002272352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0156704,"about_ca_system_score_gemma":0.03120304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1685108,"about_ca_topic_score_gemma":0.4793852,"domain_scores_codex":[0.9937767,0.003600365,0.0001528616,0.0002923959,0.0008733061,0.001304433],"domain_scores_gemma":[0.9883259,0.004656643,0.00273264,0.0005345361,0.001483093,0.00226717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005484719,0.0007513066,0.4822631,0.0002676665,0.00007460024,0.001163396,0.1908561,0.005500174,0.0006817418,0.2274845,0.008318181,0.08209073],"study_design_scores_gemma":[0.00007508043,0.0002579361,0.1891207,0.0003240179,0.00007680646,0.0001197957,0.7192479,0.003943501,0.0004963041,0.02871705,0.0575664,0.00005454914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439769,0.0001868484,0.001232273,0.005849301,0.00001983009,0.0001187062,0.0001235268,0.00001187425,0.04848091],"genre_scores_gemma":[0.997764,0.00009563234,0.0003561442,0.00004258461,0.00000305424,0.00001460998,0.00001977058,0.000002661932,0.001701627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685108,"threshold_uncertainty_score":0.3350598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486518623935465,"score_gpt":0.3875955515553119,"score_spread":0.3427303653159572,"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."}}