{"id":"W6991349856","doi":"","title":"Getting a Census Map","year":2005,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Software; Geographic information system; Information system; Field (mathematics); Data collection","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":[0.001029955,0.000942845,0.0005086685,0.005033753,0.001464538,0.002161096,0.001258827,0.001043188,0.5495811],"category_scores_gemma":[0.01348686,0.0008635293,0.0006530219,0.005669559,0.00022503,0.001940946,0.00151539,0.001397993,0.404067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002160873,"about_ca_system_score_gemma":0.005159821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09013997,"about_ca_topic_score_gemma":0.1503357,"domain_scores_codex":[0.9989063,0.00009521379,0.0001083529,0.0001014509,0.0006580211,0.0001306699],"domain_scores_gemma":[0.9939498,0.0009353723,0.0001909997,0.0005405177,0.003867597,0.0005157858],"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":[0.00001185303,0.00003494668,0.0004015265,0.00009094576,0.000002243531,0.00003693147,0.0001019644,0.0001419639,0.0002114333,0.001170419,0.9458849,0.05191086],"study_design_scores_gemma":[0.00002044066,0.00001115287,0.002863346,0.00008842532,0.000003497179,0.00004743599,0.0001849742,0.0002442,0.0004714445,0.0008058441,0.9952401,0.00001927073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003263033,0.0003202275,0.02939587,0.002872806,0.0009993569,0.004309652,0.4441577,0.03056445,0.4841168],"genre_scores_gemma":[0.009043938,0.001280121,0.1504736,0.001363268,0.0002988193,0.003646191,0.373244,0.01580056,0.4448495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5495811,"threshold_uncertainty_score":0.6424679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03481798747629177,"score_gpt":0.2643986967719655,"score_spread":0.2295807092956738,"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."}}