{"id":"W7133008322","doi":"","title":"Capturing Residential Preference Changes through Perception Detections of Rationally Inattentive Decision Makers","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Discrete choice; Context (archaeology); Preference; Empirical research; Perception; Survey data collection; Data collection; Travel survey; Choice modelling; Mixed logit","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003262522,0.0004160098,0.0003776937,0.0005668527,0.0002716147,0.001562424,0.0006721276,0.0006729445,0.00228107],"category_scores_gemma":[0.01994046,0.0003869444,0.0005454781,0.0007046165,0.0004207873,0.001436575,0.0009323059,0.001097039,0.0003173671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926972,"about_ca_system_score_gemma":0.0006321116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303017,"about_ca_topic_score_gemma":0.004986418,"domain_scores_codex":[0.9979658,0.00110628,0.00009599575,0.0004058141,0.0003041959,0.0001219472],"domain_scores_gemma":[0.9910125,0.005493949,0.001430914,0.001001644,0.0008305701,0.000230377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001577567,0.001443775,0.6262501,0.0004594228,0.0004535117,0.0002166384,0.005095162,0.06406475,0.02136313,0.01167863,0.00189424,0.2655031],"study_design_scores_gemma":[0.0000823493,0.001061321,0.2950453,0.00006992921,0.0001421238,0.0001401255,0.003330173,0.6726632,0.008402942,0.01627106,0.002684901,0.0001065478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.898047,0.00006088379,0.09773929,0.0002468295,0.00002194046,0.0001324529,0.00026824,0.0000932285,0.003390221],"genre_scores_gemma":[0.9738647,0.00004970315,0.02517034,0.00006802613,0.0000103661,0.000100841,0.0001806569,0.000007395362,0.0005479284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003262522,"threshold_uncertainty_score":0.01725405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724708928085217,"score_gpt":0.3061318195917329,"score_spread":0.1336609267832112,"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."}}