{"id":"W4401592617","doi":"10.1002/9781394312498.ch4","title":"Walking in Everyday Life","year":2024,"lang":"en","type":"other","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Pedestrian; Walkability; Psychological intervention; Field (mathematics); Transport engineering; Architectural engineering; Computer science; Psychology; Engineering; Built environment; Civil 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004600681,0.0004082415,0.0003461368,0.0006714595,0.001812313,0.004966386,0.000318625,0.001028294,0.01486261],"category_scores_gemma":[0.001146286,0.0001121356,0.0002000118,0.001098207,0.002429263,0.002464636,0.002552892,0.00116334,0.005189169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008064962,"about_ca_system_score_gemma":0.001119785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343053,"about_ca_topic_score_gemma":0.005272381,"domain_scores_codex":[0.9993035,0.0002411673,0.00003178026,0.000109715,0.0001940872,0.0001197877],"domain_scores_gemma":[0.999624,0.00005603019,0.00004024688,0.00003978622,0.00007526956,0.0001645756],"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":[0.00004665296,0.0001291131,0.009712117,0.0009507059,0.00004100805,0.0004628585,0.0346494,0.0003024524,0.0009623804,0.2535706,0.1903864,0.5087863],"study_design_scores_gemma":[0.00000287109,0.00006520266,0.0157663,0.0006626123,0.000006271815,0.0006727524,0.01377458,0.00005881094,0.000077642,0.02828262,0.9406106,0.00001977208],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05123208,0.05676233,0.007492692,0.02089964,0.003017216,0.0001168606,0.001144942,0.000218902,0.8591153],"genre_scores_gemma":[0.63065,0.09144907,0.009949786,0.01097426,0.001640896,0.0002668081,0.001583409,0.000139419,0.2533463],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01486261,"threshold_uncertainty_score":0.04972035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0228558188594734,"score_gpt":0.3186524524870177,"score_spread":0.2957966336275443,"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."}}