{"id":"W7115090729","doi":"","title":"Diffuse urbanization, sustainable development and travel : examples from Brittany and Eastern Quebec","year":2020,"lang":"fr","type":"article","venue":"theses.fr (ABES)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional development; Local Development; Rural development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007065005,0.0004634926,0.0002756573,0.00223854,0.01206595,0.003162801,0.0008361616,0.0008268771,0.005779992],"category_scores_gemma":[0.00096287,0.0001653657,0.0003598955,0.00839035,0.005857695,0.001086976,0.003070165,0.001301878,0.0002867474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03611085,"about_ca_system_score_gemma":0.02740756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9858914,"about_ca_topic_score_gemma":0.9963164,"domain_scores_codex":[0.9990677,0.0002606068,0.00002674223,0.00004838866,0.0001648653,0.0004317163],"domain_scores_gemma":[0.9992144,0.0001363481,0.0000911047,0.00004503532,0.0002851273,0.0002278961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001470865,0.0001610903,0.1479514,0.001238389,0.000105935,0.007986409,0.6103596,0.001831816,0.001154505,0.08221579,0.04803796,0.09881005],"study_design_scores_gemma":[0.00001329384,0.00003413746,0.2831637,0.0005212186,0.00003845282,0.0006415915,0.473444,0.0004226907,0.0001422221,0.001177734,0.2403324,0.00006855996],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7450441,0.009329388,0.0007378278,0.008720183,0.0002019426,0.0001551194,0.001074739,0.00004248522,0.2346942],"genre_scores_gemma":[0.9656202,0.005905394,0.0003641318,0.0007766137,0.00002717253,0.00004476346,0.0003106658,0.00002289695,0.0269282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03611085,"threshold_uncertainty_score":0.2620038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845413414949074,"score_gpt":0.248454246677262,"score_spread":0.2100001125277712,"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."}}