{"id":"W3164086190","doi":"","title":"Research Guides: Government Documents - Halifax Regional Municipality: About Halifax","year":2013,"lang":"en","type":"libguides","venue":"","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Political science; Public administration; Geography","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004848505,0.0005401278,0.0007862596,0.0002640439,0.003065825,0.0007902174,0.001600439,0.000795797,0.006931074],"category_scores_gemma":[0.0017502,0.0004635415,0.0003435067,0.0006413165,0.002017966,0.0004719389,0.0006738562,0.0008166715,0.001921885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572567,"about_ca_system_score_gemma":0.001339393,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7274072,"about_ca_topic_score_gemma":0.3440029,"domain_scores_codex":[0.9887433,0.001598204,0.001026283,0.0009517008,0.006036805,0.001643674],"domain_scores_gemma":[0.9958624,0.001100051,0.0003882504,0.001035924,0.001086002,0.0005274095],"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":[0.000009616664,0.00008576375,0.0005742744,0.0000715141,0.0001617088,0.000004302875,0.0226147,8.588889e-7,8.524378e-7,0.1457454,0.8300586,0.0006723913],"study_design_scores_gemma":[0.0002536428,0.00005921567,0.0005107992,0.0002301068,0.00004770945,9.245921e-7,0.04817485,0.000005148618,0.000007207912,0.01196499,0.9382623,0.0004830977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001447251,0.005719877,0.00001293888,0.01732036,0.001423771,0.00124366,0.0004605943,0.0002059961,0.9721655],"genre_scores_gemma":[0.006580833,0.03827998,0.0005148835,0.004575365,0.00583592,0.0004711301,0.0003406988,0.00007612132,0.943325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3834043,"threshold_uncertainty_score":0.9997816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1437621160274877,"score_gpt":0.4355850884609239,"score_spread":0.2918229724334362,"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."}}