{"id":"W6931598907","doi":"10.5683/sp3/gdusq0","title":"International Travel Survey (ITS) and Travel Survey of Residents of Canada (TSRC)","year":2015,"lang":"en","type":"dataset","venue":"Borealis","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Travel survey; Survey data collection; Air travel; Travel behavior; Survey research","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":[0.0006163353,0.0002074533,0.0003668464,0.00005420748,0.0000280703,0.00001155475,0.0004240418,0.0002905989,0.00001350599],"category_scores_gemma":[0.0004713414,0.0002059775,0.00004599408,0.00005584796,0.0001014762,0.000002346587,0.00007837061,0.0001125906,1.398762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002822788,"about_ca_system_score_gemma":0.0008092864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871813,"about_ca_topic_score_gemma":0.9887732,"domain_scores_codex":[0.9985924,0.000177566,0.0004131405,0.0003036815,0.0003461932,0.0001670417],"domain_scores_gemma":[0.9987118,0.00004459492,0.0002474031,0.0003619225,0.0005217764,0.0001125227],"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":[0.0002404792,0.00006234688,0.005204004,0.00007517314,0.0001462514,0.000003461344,0.000007239223,0.000001998638,0.005103932,8.44681e-7,0.9890363,0.0001180364],"study_design_scores_gemma":[0.0007366893,0.0001289333,0.9240655,0.0000419987,0.00004005456,0.00000550538,0.00001178072,0.00000666657,0.01259881,0.000003001192,0.06210529,0.0002557982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01095472,0.0004531778,0.00001451294,0.00001468724,0.0003405414,0.0001020657,0.9878908,8.671136e-7,0.0002286809],"genre_scores_gemma":[0.03260635,0.0007661376,0.00001370706,0.00004524801,0.00007697317,0.000002950112,0.9663089,0.0000179954,0.0001617704],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.926931,"threshold_uncertainty_score":0.8399517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638972625708677,"score_gpt":0.2618145821506545,"score_spread":0.2254248558935677,"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."}}