{"id":"W2298423137","doi":"","title":"Indicators for Community Action: Built Environment and Community Health","year":2007,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Recreation; Business; Agency (philosophy); Environmental planning; Built environment; Government (linguistics); Environmental resource management; Process management; Geography; Political science; Sociology; Engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01388087,0.0001390857,0.0003156954,0.0001348325,0.00774984,0.0000687507,0.0004716734,0.00009339967,0.00002592839],"category_scores_gemma":[0.000102574,0.0001186346,0.00006284509,0.0001390204,0.0004538184,0.0003025775,0.0001427271,0.002174034,6.468142e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000300573,"about_ca_system_score_gemma":0.0002890274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01003964,"about_ca_topic_score_gemma":0.0299669,"domain_scores_codex":[0.9967393,0.001983406,0.0006118529,0.00003985226,0.0003201016,0.0003055397],"domain_scores_gemma":[0.9979671,0.0009213178,0.000468449,0.0002262953,0.00007540096,0.0003414507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002256536,0.001244008,0.4085617,0.0001832734,0.0001055016,0.00000118052,0.204712,8.494616e-7,0.00006128849,0.0001403336,0.0002463441,0.3845178],"study_design_scores_gemma":[0.0005302723,0.0003110815,0.8053404,0.00007827651,0.00001460692,0.000005322427,0.1597727,2.634821e-7,0.0002072589,0.001327027,0.03228699,0.0001258244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967305,0.0005155314,0.0009560264,0.001026948,0.0001287521,0.0002127848,0.000004918606,0.00001438765,0.0004101681],"genre_scores_gemma":[0.9970338,0.000537966,0.001943643,0.0003035316,0.00005802101,0.000002981095,0.00001142047,0.000006670575,0.0001019068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3967787,"threshold_uncertainty_score":0.9965526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06138166129636718,"score_gpt":0.3400908791842592,"score_spread":0.278709217887892,"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."}}