{"id":"W2163361923","doi":"10.7202/012563ar","title":"Local Responses to Development Pressures","year":2006,"lang":"en","type":"article","venue":"Cahiers de géographie du Québec","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Urban sprawl; Opposition (politics); Politics; Subdivision; Geography; Economic geography; Environmental planning; Political ecology; Political science; Urban planning; Environmental protection; Ecology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001422673,0.0001662845,0.000127955,0.00009405982,0.0002884125,0.000007162277,0.0002439918,0.0000790359,0.0006345091],"category_scores_gemma":[0.00001308987,0.0001502004,0.00008258595,0.0002996575,0.009883039,0.00006550152,0.00009591637,0.0001306168,0.0007979017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008428348,"about_ca_system_score_gemma":0.00007035213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01249764,"about_ca_topic_score_gemma":0.009093311,"domain_scores_codex":[0.9988212,0.00005867822,0.0001740583,0.0003240221,0.0002846623,0.0003373617],"domain_scores_gemma":[0.9994906,0.00006045431,0.00004880251,0.0001881989,0.00000266231,0.0002092956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006056608,0.0007361792,0.3644169,0.00002085437,0.00008437154,0.0002634792,0.006625056,0.01556817,0.01667039,0.001144943,0.5240126,0.06985136],"study_design_scores_gemma":[0.0001034103,0.00003632127,0.3456912,0.000004193754,0.000008304391,0.00001760916,0.0002218608,0.000008664471,0.0008627094,0.00009415159,0.6527627,0.0001889126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717028,0.0002609492,0.008876996,0.0009642406,0.00006151339,0.0001502777,0.000002367921,0.00007525841,0.0179056],"genre_scores_gemma":[0.9665184,0.00001091487,0.00221812,0.001678513,0.00004169478,0.00004985307,0.000004327958,0.00002159295,0.02945659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12875,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003691151180918261,"score_gpt":0.1712282311123605,"score_spread":0.1675370799314422,"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."}}