{"id":"W6894407875","doi":"10.5683/sp3/pjw2om","title":"Travel Survey of Residents of Canada, 2010: Person File, February","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Accommodation; Tourism; Destinations; Payment; Travel survey; Travel behavior; Kilometer; Travel time","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001199098,0.0004990539,0.001137593,0.0005010438,0.00007640182,0.00001659881,0.001215595,0.0004581583,0.0007814631],"category_scores_gemma":[0.002261593,0.0005243981,0.0001553756,0.0008251949,0.000200671,0.00006616698,0.0001655123,0.0004520789,0.0001820004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768942,"about_ca_system_score_gemma":0.003359999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999985,"about_ca_topic_score_gemma":0.9999651,"domain_scores_codex":[0.9957851,0.0005504536,0.0008132233,0.0005817029,0.001674583,0.0005949619],"domain_scores_gemma":[0.9956889,0.0007470387,0.001087101,0.001695973,0.0005353643,0.0002456847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001301711,0.00006523383,0.0004122788,0.0003651427,0.0002598794,0.0001233609,0.00003280351,0.000004455284,0.0000174712,7.322652e-7,0.998575,0.00001349732],"study_design_scores_gemma":[0.0003517361,0.00005455119,0.9806449,0.0003632967,0.000143895,0.000004780349,0.00007881854,0.000003940721,0.00008676296,0.000003039746,0.01785813,0.0004061171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006058898,0.000173742,8.012237e-8,0.00002500845,0.0003890714,0.0003462911,0.9986788,0.00002878881,0.0002976232],"genre_scores_gemma":[0.00001620824,0.00009054726,0.0000113463,0.00002749104,0.00008419211,0.0000335019,0.9982656,0.0001874539,0.00128368],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9807168,"threshold_uncertainty_score":0.9997208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04730485075965918,"score_gpt":0.2707829605486509,"score_spread":0.2234781097889917,"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."}}