{"id":"W4403685681","doi":"10.1080/01441647.2024.2416652","title":"Week-long activity-based modelling: a review of the existing models and datasets and a comprehensive conceptual framework","year":2024,"lang":"en","type":"review","venue":"Transport Reviews","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"TRIPS architecture; Replicate; Conceptual model; Conceptual framework; Computer science; Scheduling (production processes); Operations research; Management science; Transport engineering; Data science; Engineering; Operations management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039042,0.002340731,0.002820934,0.006799219,0.0004304998,0.003029489,0.004115814,0.001771691,0.004490674],"category_scores_gemma":[0.01198652,0.001130902,0.003922311,0.01207848,0.0006775777,0.003754614,0.001433273,0.002041915,0.00165551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002933875,"about_ca_system_score_gemma":0.006448973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03172019,"about_ca_topic_score_gemma":0.02617913,"domain_scores_codex":[0.9979912,0.0007102698,0.0003715377,0.0003440458,0.0005015982,0.00008136577],"domain_scores_gemma":[0.9915736,0.006073704,0.0008206001,0.000368908,0.001062662,0.0001004527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001448307,0.0002358152,0.005506945,0.0930011,0.001875795,0.0002129294,0.0004630465,0.06808326,0.0004240627,0.03640845,0.04427056,0.7493732],"study_design_scores_gemma":[0.00004843864,0.000221769,0.01212283,0.07789577,0.00322028,0.000613064,0.001099218,0.04716219,0.0009013005,0.03651522,0.8197961,0.0004038378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00239971,0.9548329,0.03021713,0.002140821,0.0004381006,0.0001745606,0.005186783,0.0002168608,0.004393129],"genre_scores_gemma":[0.02031388,0.9587217,0.01365744,0.0004060876,0.0002215201,0.0003691804,0.005415689,0.00006843837,0.0008261075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03172019,"threshold_uncertainty_score":0.06307113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2659543085969454,"score_gpt":0.4180993327629206,"score_spread":0.1521450241659752,"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."}}