{"id":"W2146951517","doi":"10.1177/0739456x05280545","title":"Beyond “Soccer Moms”","year":2006,"lang":"en","type":"article","venue":"Journal of Planning Education and Research","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Urbanism; Perspective (graphical); Sociology; New Urbanism; Urban planning; Geography; Civil engineering; Computer science; Engineering; Architecture; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007911,0.00003518071,0.00006610447,0.00003703368,0.0001788342,0.00007496241,0.00008548464,0.00003677113,0.00009005771],"category_scores_gemma":[0.00008690959,0.00001192797,0.00002391293,0.0002070272,0.00004781589,0.0001056553,0.00002053426,0.0001759623,0.000003159383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003393594,"about_ca_system_score_gemma":0.0000784591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009849014,"about_ca_topic_score_gemma":0.000008304044,"domain_scores_codex":[0.9993036,0.0000871283,0.0001550778,0.00006158765,0.0002600324,0.0001325718],"domain_scores_gemma":[0.999339,0.0001640768,0.00005337411,0.00001410051,0.0003683505,0.00006104697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005711212,0.0003914051,0.5448291,0.00002640653,0.00001080115,0.00001155647,0.0009835237,0.000005509276,0.03197008,0.002531293,0.2179567,0.2012265],"study_design_scores_gemma":[0.00004474337,0.00007619528,0.8847089,0.00001969838,0.000001292032,0.0000228021,0.001905976,0.000003307847,0.0003543942,0.01278977,0.1000357,0.00003726289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98772,0.0008505974,5.642989e-7,0.005634645,0.0001375053,0.00004314577,4.647941e-7,0.0000030883,0.005610006],"genre_scores_gemma":[0.994821,0.0000310947,0.000101214,0.00004546836,0.0004738178,0.00000119732,0.000004145342,2.565957e-7,0.004521864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3398798,"threshold_uncertainty_score":0.1375466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048996234821878,"score_gpt":0.3613501949248662,"score_spread":0.3208602325766474,"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."}}