{"id":"W3210981166","doi":"10.32866/001c.27479","title":"Walking Accessibility to Parks: Considering Number of Parks, Surface Area and Type of Activities","year":2021,"lang":"en","type":"article","venue":"Findings","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Destinations; Diversity (politics); Geography; Population; Transport engineering; Computer science; Tourism; Engineering; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004945936,0.0003354616,0.0002739809,0.00187314,0.0003372086,0.00101913,0.0003998924,0.0002279611,0.003632649],"category_scores_gemma":[0.003623186,0.0001012075,0.000655742,0.003415784,0.0003005186,0.0007273022,0.0007493147,0.0002646967,0.0002524815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000654298,"about_ca_system_score_gemma":0.0005558533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.159154,"about_ca_topic_score_gemma":0.2906989,"domain_scores_codex":[0.9996044,0.0001127801,0.00003192046,0.00009559071,0.00009637388,0.00005886314],"domain_scores_gemma":[0.9985633,0.0007095279,0.0003052722,0.00009365365,0.0001866033,0.0001416428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007435084,0.00003076936,0.9823658,0.0001032464,0.0002448691,0.00007001834,0.0004158624,0.001970928,0.0003743534,0.0003114903,0.0007620862,0.01327619],"study_design_scores_gemma":[0.000004009212,0.0000411749,0.9908037,0.00002955045,0.00008948133,0.0000611626,0.001156239,0.005273728,0.0002333068,0.0004094903,0.001880494,0.00001769305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841083,0.000278119,0.003119829,0.0001041733,0.00001025322,0.00004010454,0.008390738,0.00007150143,0.003877006],"genre_scores_gemma":[0.99427,0.00008120289,0.002852446,0.000009982245,0.000004836281,0.00002993841,0.0023226,0.000008437787,0.0004205114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.159154,"threshold_uncertainty_score":0.3164552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486871107225316,"score_gpt":0.3006311784784977,"score_spread":0.2657624674062446,"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."}}