{"id":"W7108697771","doi":"10.21227/0ke0-8714","title":"\"Travel Buddy in Canada | Group Travel, Tours & Trip Leaders |Doozy Trip\"","year":2025,"lang":"","type":"dataset","venue":"IEEE DataPort","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air travel; Ideal (ethics); Gateway (web page); Travel behavior; Matching (statistics); Travel time; Time travel","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":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004982551,0.005799647,0.007796235,0.004876395,0.0008362468,0.0006834073,0.01180922,0.002916207,0.00469525],"category_scores_gemma":[0.001439751,0.007149802,0.001049826,0.008903426,0.001700363,0.00208459,0.001170494,0.009069731,0.002404786],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01805456,"about_ca_system_score_gemma":0.0732115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940013,"about_ca_topic_score_gemma":0.9983317,"domain_scores_codex":[0.9682496,0.001642415,0.008378088,0.008050582,0.006522868,0.007156427],"domain_scores_gemma":[0.9791072,0.00120875,0.003731352,0.01271277,0.0005643661,0.002675537],"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":[0.001600838,0.001661175,0.0008051233,0.001861178,0.001591201,0.01363998,0.0002357845,0.0002014926,0.0005716116,0.00001561408,0.9761078,0.001708181],"study_design_scores_gemma":[0.0100779,0.0003916791,0.008562356,0.002629492,0.002907522,0.0004263665,0.008161088,0.0003329656,0.0006224449,0.00001790399,0.9593707,0.006499542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001731341,0.001472202,0.0001289658,0.0004717211,0.016217,0.005429266,0.973579,0.0001187084,0.0008517297],"genre_scores_gemma":[0.003946224,0.001907751,0.000198,0.002598653,0.001605105,0.0007546964,0.9834053,0.0006777857,0.004906476],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05515694,"threshold_uncertainty_score":0.9983782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03120136501312679,"score_gpt":0.2750739693538687,"score_spread":0.243872604340742,"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."}}