{"id":"W1834239875","doi":"10.4000/vertigo.2569","title":"La gestion intégrée des zones côtières en France : mirage ou mutation stratégique fondamentale ?","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"INT; Humanities; Mutation; Philosophy; Biology; Computer science; Genetics; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003643332,0.0002064516,0.0002226473,0.00005012675,0.0007631482,0.0001264189,0.0001673721,0.000322672,0.0002357562],"category_scores_gemma":[0.0001505034,0.0002240206,0.0001245655,0.0004031105,0.001345731,0.00042773,0.00003968246,0.0002470555,0.0001440711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005984748,"about_ca_system_score_gemma":0.0001103236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03675068,"about_ca_topic_score_gemma":0.02641405,"domain_scores_codex":[0.9981086,0.0005313658,0.0002842235,0.0002838639,0.0003587863,0.0004331499],"domain_scores_gemma":[0.9993124,0.0003131051,0.0001061521,0.00009884616,0.00008787331,0.00008160976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000169667,0.0003526947,0.03088279,0.0001432456,0.00007404857,0.00006958494,0.04329971,0.0002856258,0.0004343305,0.8384469,0.01613774,0.06985633],"study_design_scores_gemma":[0.0006357622,0.0001972551,0.3732114,0.0002792177,0.00009106707,0.000005989867,0.007649834,0.0003221049,0.0007457928,0.1614531,0.4548381,0.000570349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703586,0.05054106,0.004753637,0.005184676,0.001888852,0.0003435111,0.00004191623,0.0001480276,0.06673967],"genre_scores_gemma":[0.9636313,0.002208039,0.002180026,0.0001020698,0.0009039958,0.00003550257,0.00001582962,0.00001861625,0.03090457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6769938,"threshold_uncertainty_score":0.9913514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539150582654893,"score_gpt":0.2494406167627281,"score_spread":0.2340491109361791,"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."}}