{"id":"W2908648818","doi":"","title":"\"It's Farcical!\": Theories, Models, and Recommendations to Improve Public Consultations During Ontario School Closure Reviews","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Education Discipline and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Closure (psychology); Medicine; Political science; Law","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":[0.06012068,0.0009677754,0.0008674915,0.00506146,0.02251184,0.02893822,0.007215644,0.005933747,0.009811666],"category_scores_gemma":[0.1392538,0.001204161,0.001241512,0.007973773,0.02587129,0.01990771,0.009074758,0.005273479,0.001703013],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1670783,"about_ca_system_score_gemma":0.2927226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7372016,"about_ca_topic_score_gemma":0.7971828,"domain_scores_codex":[0.9123638,0.06526215,0.002087379,0.002503631,0.01030527,0.007477921],"domain_scores_gemma":[0.8583409,0.0851316,0.01173212,0.005800634,0.02895926,0.01003545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000212349,0.0004988641,0.04218637,0.002283048,0.00008558889,0.0007700091,0.3415911,0.007510743,0.0004751763,0.3493859,0.1159563,0.1390444],"study_design_scores_gemma":[0.00017327,0.0001845748,0.02369005,0.004871163,0.0001502395,0.000171855,0.5991502,0.01969649,0.0009059303,0.08817358,0.262541,0.0002917059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1535684,0.006938689,0.04407143,0.513916,0.0007794536,0.002780318,0.0007199121,0.0009634876,0.2762623],"genre_scores_gemma":[0.9322513,0.005717537,0.03652862,0.007067552,0.0001369676,0.001965121,0.0003527878,0.0001999088,0.01578018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2627984,"threshold_uncertainty_score":0.9660711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03925279580941082,"score_gpt":0.3043585834025302,"score_spread":0.2651057875931194,"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."}}