{"id":"W327592465","doi":"","title":"A Pseudo-panel Investigation of Out-of-Home Discretionary Activity Participation","year":2015,"lang":"en","type":"article","venue":"Transportation Research Board 94th Annual MeetingTransportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Panel data; Recreation; Random effects model; Cross-sectional data; Estimation; Data collection; Psychology; Demographic economics; Econometrics; Statistics; Economics; Medicine; Mathematics; Political science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.01449964,0.0003531927,0.0007159768,0.001243953,0.0008761378,0.00009586491,0.0008960984,0.000468162,0.0002963614],"category_scores_gemma":[0.0009834062,0.0003693277,0.0002927751,0.003396618,0.00362346,0.001965771,0.00001651973,0.001265009,0.0000477302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003295435,"about_ca_system_score_gemma":0.002605067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04363438,"about_ca_topic_score_gemma":0.06562607,"domain_scores_codex":[0.9859973,0.002898822,0.001687332,0.00098419,0.006947184,0.001485187],"domain_scores_gemma":[0.9878038,0.00140434,0.0005791968,0.0006435138,0.008382827,0.00118637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002023704,0.0005875253,0.8598751,0.0005772375,0.00009163177,0.00002990525,0.1167201,0.0004206752,0.005801446,0.009922013,0.001429937,0.002520712],"study_design_scores_gemma":[0.001440391,0.0005925892,0.950754,0.0002506713,0.00005924688,4.014456e-8,0.02862741,0.0001270571,0.007351174,0.008675038,0.001731975,0.0003904013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914322,0.0001381144,0.0008904394,0.002008688,0.0003651982,0.001883884,0.000520185,0.000168927,0.002592347],"genre_scores_gemma":[0.9964272,0.0001295453,0.001532241,0.00001915906,0.0002586759,0.0003289675,0.0004930151,0.00005966161,0.0007515684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0908789,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2132869275601368,"score_gpt":0.4464562209928362,"score_spread":0.2331692934326994,"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."}}