{"id":"W4399973199","doi":"10.3390/ijgi13070218","title":"The Influence of Origin Attributes on the Destination Choice of Discretionary Home-Based Walk Trips","year":2024,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"TRIPS architecture; Business; Advertising; Transport engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746905,0.0000772116,0.0001077674,0.0001913903,0.0002119002,0.0001733843,0.0006280369,0.00005300365,0.00006475733],"category_scores_gemma":[0.001032875,0.0000447037,0.0001380825,0.0003094085,0.0002550058,0.002240172,0.00001488698,0.0002058095,0.000009846342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583693,"about_ca_system_score_gemma":0.000409231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002662844,"about_ca_topic_score_gemma":0.0000632691,"domain_scores_codex":[0.9978653,0.00009743196,0.0007327411,0.00004901096,0.001147818,0.0001076741],"domain_scores_gemma":[0.9967626,0.00116708,0.000645284,0.00009415447,0.001294302,0.00003653566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001643812,0.0004006844,0.4101447,0.0003009953,0.0006364548,0.00001412619,0.01834462,0.03200461,0.001489498,0.3893133,0.008321552,0.1373856],"study_design_scores_gemma":[0.0006417949,0.0001758653,0.901918,0.0006096317,0.00005674894,0.000003495438,0.001278434,0.002917174,0.001736361,0.01126705,0.0792494,0.0001460694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849913,0.0001114242,0.002870769,0.009876101,0.000894206,0.0001555791,0.00006764539,0.00001413734,0.001018903],"genre_scores_gemma":[0.9994264,0.00007953846,0.00009281039,0.0001499619,0.0001696196,0.000004346663,0.00002537471,0.000002545234,0.00004940043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4917733,"threshold_uncertainty_score":0.1822964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004537150887441,"score_gpt":0.3200787052664743,"score_spread":0.3000333337575999,"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."}}