{"id":"W3108712878","doi":"","title":"Subject Guides: GEOG 204 Tutorial -- Census of Canada / NHS: Census Geography","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Census; Subject (documents); Geography; Regional science; Cartography; Library science; Computer science; Demography; Population; Sociology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561189,0.001915124,0.001576711,0.008790536,0.001976226,0.005364965,0.001966377,0.001680917,0.6337145],"category_scores_gemma":[0.0105454,0.001029076,0.0006050752,0.01897213,0.0006809264,0.003494623,0.001906779,0.001530241,0.4892001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009732565,"about_ca_system_score_gemma":0.02053709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3526784,"about_ca_topic_score_gemma":0.5604185,"domain_scores_codex":[0.9991098,0.0001319661,0.00007115462,0.000093241,0.0004914827,0.0001023295],"domain_scores_gemma":[0.9923277,0.001088277,0.0002288001,0.0002991205,0.005285085,0.0007710466],"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":[0.000001330539,0.000002123336,0.00002618922,0.00004398796,2.740861e-7,0.000001727151,0.000009937284,0.00002233304,0.000005465613,0.0005582679,0.9906151,0.008713256],"study_design_scores_gemma":[0.0000030268,0.000001807069,0.0003865524,0.0001576662,0.000001281378,0.00001375682,0.00004646421,0.00007697937,0.00003305655,0.0007253628,0.998549,0.000005021093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003749315,0.004891255,0.004692635,0.008038537,0.004405923,0.0006199845,0.1834453,0.008322723,0.7852086],"genre_scores_gemma":[0.001617144,0.00615952,0.005920602,0.001037004,0.00131738,0.0004648966,0.08981964,0.006635744,0.8870281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6473216,"threshold_uncertainty_score":0.7012513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02889085244940532,"score_gpt":0.2640340593027454,"score_spread":0.2351432068533401,"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."}}