{"id":"W2890103982","doi":"10.5539/jsd.v11n5p1","title":"Understanding Sense of community in Subiaco, Western Australia A Study of Human Behaviour and Movement Patterns","year":2018,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Curtin University of Technology","keywords":"Neighbourhood (mathematics); Pedestrian; Perception; Geography; Sustainability; Walkability; Sense of community; Sociology; Environmental planning; Built environment; Psychology; Social science; Civil engineering; Ecology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004977753,0.0001919567,0.0006306645,0.000700943,0.0009095418,0.00001082745,0.0002505689,0.0001171734,0.00009907593],"category_scores_gemma":[0.0001146738,0.0001745811,0.00003442532,0.0003400451,0.0000867096,0.0001671584,0.0005252808,0.001101416,0.000001415508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001622069,"about_ca_system_score_gemma":0.001027802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006130386,"about_ca_topic_score_gemma":0.01190182,"domain_scores_codex":[0.9955878,0.001171735,0.002030986,0.00009896931,0.0005181615,0.000592313],"domain_scores_gemma":[0.9970701,0.0003072073,0.001235325,0.0002988469,0.0008642101,0.0002243399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001994332,0.001092488,0.8027056,0.0009341186,0.00005578291,0.00008775133,0.1942755,0.000002654506,0.00009371814,0.0002284692,0.0002550342,0.00006940394],"study_design_scores_gemma":[0.002161443,0.0009073272,0.5779335,0.0004372959,0.00001528231,0.000003705344,0.4178204,5.997927e-7,0.0001680176,0.0003915534,0.00007117169,0.0000896242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982954,0.00001954268,0.0001341266,0.0001899504,0.0001427896,0.001061936,0.000002120795,0.000006037178,0.0001481399],"genre_scores_gemma":[0.9988742,0.00001707696,0.0002474556,0.0001750797,0.00003600476,0.00002194491,0.000002775158,0.00001630343,0.0006091106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2247721,"threshold_uncertainty_score":0.926735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2936338519665844,"score_gpt":0.4605476290743207,"score_spread":0.1669137771077363,"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."}}