{"id":"W2903014635","doi":"10.1007/s42413-018-0010-4","title":"Bringing the Neighbourhood Into Urban Infill Development in the Interest of Well-Being","year":2018,"lang":"en","type":"article","venue":"International Journal of Community Well-Being","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Bullitt Foundation","keywords":"Compact city; Infill; Neighbourhood (mathematics); Smart growth; Urban sprawl; Context (archaeology); Urban planning; Urban density; Economic geography; Urban design; Environmental planning; Economic growth; Geography; Civil engineering; Engineering; Economics","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":[0.0009305798,0.000210983,0.0003707927,0.0008457514,0.005200477,0.007500948,0.0006258585,0.001328028,0.01103499],"category_scores_gemma":[0.003170087,0.0001474687,0.0002987968,0.0006551501,0.006501244,0.003683426,0.00788648,0.00150178,0.0005233255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432836,"about_ca_system_score_gemma":0.002579819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003864907,"about_ca_topic_score_gemma":0.01609834,"domain_scores_codex":[0.9990662,0.0005992107,0.0000180738,0.00005987919,0.00006758709,0.0001891437],"domain_scores_gemma":[0.9986081,0.000268553,0.0001281519,0.0001011908,0.0001781777,0.0007157971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000356336,0.0004617892,0.06229893,0.0006126629,0.0001046219,0.002654313,0.3296397,0.0009108884,0.002438791,0.4320564,0.01605167,0.1524138],"study_design_scores_gemma":[0.00003689916,0.0003209558,0.04153517,0.0004863912,0.00008104414,0.0007434189,0.5742662,0.000579662,0.0008145824,0.1413335,0.2397327,0.00006956059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7250432,0.003359352,0.004343776,0.02948343,0.000829396,0.00003591147,0.00008764416,0.00007386575,0.2367434],"genre_scores_gemma":[0.9963955,0.0003700466,0.0004124052,0.000218595,0.00006384725,0.000007569582,0.000007280442,0.00001167251,0.002512982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103499,"threshold_uncertainty_score":0.03691572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02689271318502119,"score_gpt":0.3216961466085442,"score_spread":0.294803433423523,"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."}}