{"id":"W6983448079","doi":"","title":"MF007 Canada Road Survey","year":2020,"lang":"en","type":"article","venue":"DigitalCommons (California Polytechnic State University)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Tourism; Government (linguistics); Series (stratigraphy)","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":[],"consensus_categories":[],"category_scores_codex":[0.000118525,0.0001984425,0.0002561409,0.0001248123,0.0001390086,0.00003842889,0.0003144624,0.00006398538,0.00008543407],"category_scores_gemma":[0.0003346591,0.0002171731,0.00008022472,0.0007695908,0.00004919987,0.0001811606,0.0001332136,0.0001681438,0.00005529947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002447197,"about_ca_system_score_gemma":0.0002736691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09409557,"about_ca_topic_score_gemma":0.3039093,"domain_scores_codex":[0.9987952,0.00007504789,0.0002766466,0.0002634578,0.0002805124,0.0003091791],"domain_scores_gemma":[0.9989332,0.000228654,0.000166501,0.0002894588,0.0001064359,0.0002757287],"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":[0.0008102907,0.0005273964,0.3481896,0.0003577231,0.0004885921,0.0007595558,0.0005708738,0.001562021,0.0002671156,0.2129323,0.3522434,0.08129113],"study_design_scores_gemma":[0.001762616,0.0001423667,0.1118049,0.00006611204,0.0001002751,0.00001980101,0.0002524304,0.01094316,0.0005199636,0.005117339,0.86797,0.001300912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949574,0.00005788259,0.04485383,0.005540401,0.0002929232,0.001062697,0.01094947,0.001302631,0.1409828],"genre_scores_gemma":[0.9981352,0.00000762886,0.0006163593,0.0002646606,0.00002112041,5.100721e-7,0.0003078963,0.00002452422,0.0006221063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5157266,"threshold_uncertainty_score":0.9119369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05004974821231825,"score_gpt":0.2498600286593882,"score_spread":0.19981028044707,"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."}}