{"id":"W189740852","doi":"","title":"Neighbourhood Greenways: Invisible Infrastructure for Walking and Cycling","year":2012,"lang":"en","type":"article","venue":"University of Canterbury Research Repository (University of Canterbury)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Pedestrian; AKA; Cycling; Destinations; Geography; Transport engineering; Environmental planning; Architectural engineering; Engineering; Computer science; Archaeology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001412666,0.0001578836,0.0003970106,0.0003528783,0.001640998,0.00003536875,0.0007719279,0.0002295375,0.0001602205],"category_scores_gemma":[0.00007652803,0.0002062949,0.0002041807,0.0004792024,0.001715069,0.001226394,0.0002294586,0.000364163,0.000001291925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446468,"about_ca_system_score_gemma":0.0004568467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02059435,"about_ca_topic_score_gemma":0.004058514,"domain_scores_codex":[0.9976425,0.000361058,0.0001924657,0.0003783975,0.0007132394,0.0007124112],"domain_scores_gemma":[0.9981224,0.0003174069,0.000235168,0.0003291343,0.0005732964,0.0004225797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001242924,0.000275553,0.9047717,0.0006540078,0.000292125,0.00008755136,0.05966293,0.00001321299,0.01386227,0.00516595,0.003346689,0.01062509],"study_design_scores_gemma":[0.004206794,0.000693874,0.6636161,0.0009226478,0.0003993923,0.00001287757,0.2434846,0.0008305102,0.004547995,0.001334122,0.07895873,0.0009924272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798754,0.0006306845,0.002170992,0.0003038957,0.0002115336,0.0004468194,0.00004957115,0.00004822751,0.01626282],"genre_scores_gemma":[0.9944832,0.0002776628,0.001474387,0.000008862778,0.0001363317,1.043145e-7,0.000007361403,0.00001223695,0.003599821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2411556,"threshold_uncertainty_score":0.9996587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530077208959755,"score_gpt":0.2940501520226481,"score_spread":0.2587493799330505,"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."}}