{"id":"W2606654347","doi":"10.1080/1747423x.2017.1322154","title":"Moderation effect of planning on housing development along the French Atlantic coast: findings from an event history hazard model","year":2017,"lang":"en","type":"article","venue":"Journal of Land Use Science","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"Urban sprawl; Urbanization; Urban planning; Moderation; Hazard; Environmental planning; Land use; Scale (ratio); Environmental resource management; Geography; Business; Economic growth; Economics; Civil engineering; Computer science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001370985,0.00009903376,0.0001763201,0.00005025731,0.0006297067,0.0001687814,0.0006413932,0.00003109048,0.0000296332],"category_scores_gemma":[0.00006479261,0.00005242418,0.00004026331,0.00004180021,0.00007641716,0.00129041,0.00009638041,0.0001160041,0.000006750065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002328107,"about_ca_system_score_gemma":0.00008536773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00155215,"about_ca_topic_score_gemma":0.002292991,"domain_scores_codex":[0.9986824,0.00004376083,0.0002939369,0.0001632872,0.0006412498,0.0001753096],"domain_scores_gemma":[0.9990894,0.00007891798,0.0004551553,0.0002606591,0.00002320955,0.00009267827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004193431,0.00002399107,0.8061001,0.000007576327,0.0000068026,0.00001238582,0.002811133,0.1872958,0.00315223,8.842065e-7,0.00008826696,0.000458825],"study_design_scores_gemma":[0.0003366647,0.0001586984,0.7411912,0.0002358725,0.00002007459,0.00001274513,0.00002438469,0.2525724,0.005261628,0.00002306273,0.00007316551,0.0000901013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985746,0.00002856732,0.0009373288,0.00004967824,0.0002618798,0.00006925978,0.000001269247,0.000003630311,0.00007382849],"genre_scores_gemma":[0.9993398,0.00000485608,0.0005553661,0.00004362952,0.00004110751,9.703261e-7,7.393227e-7,0.000004660229,0.000008852964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06527657,"threshold_uncertainty_score":0.4843259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983637459409108,"score_gpt":0.2637380243084108,"score_spread":0.2339016497143197,"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."}}