{"id":"W7150722421","doi":"10.70675/a7b2c678z2582z4f75z9942z2c076edbfc67","title":"Analyser la disponibilité de l'Information géographique numérique dans les enjeux de suivi et de gestion du trait de côte : application aux cas breton (France) et québécois (Canada)","year":2021,"lang":"","type":"dissertation","venue":"","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Context management; Publics","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":[0.002542187,0.0004122444,0.0006202647,0.004187876,0.002299155,0.005370202,0.000780704,0.0006809968,0.004594308],"category_scores_gemma":[0.01055972,0.0003070687,0.0003544941,0.009450934,0.00138994,0.001789076,0.001266963,0.0005510582,0.0005479225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02581439,"about_ca_system_score_gemma":0.01681898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9611467,"about_ca_topic_score_gemma":0.9658233,"domain_scores_codex":[0.998436,0.0003101942,0.00006988923,0.0002486231,0.0006499229,0.0002854325],"domain_scores_gemma":[0.9911507,0.003652016,0.0005986262,0.0003321659,0.003911513,0.0003550911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006284748,0.0001452273,0.7046517,0.001201452,0.0002024057,0.001433234,0.06365582,0.01256609,0.01005284,0.01886226,0.01067675,0.1759237],"study_design_scores_gemma":[0.00003547135,0.0000893016,0.8279207,0.0005233702,0.0001749643,0.0003324231,0.08151875,0.02856006,0.004152297,0.001564416,0.05500472,0.0001235621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699264,0.0008844818,0.003616186,0.001003267,0.00001771267,0.00009932664,0.002531524,0.0002165532,0.02170448],"genre_scores_gemma":[0.9825959,0.0005365146,0.005500922,0.00006071601,0.000004173318,0.00006309619,0.001610828,0.00006311449,0.009564755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885329,"threshold_uncertainty_score":0.1872973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109133561294622,"score_gpt":0.2929526805836267,"score_spread":0.2818613449706805,"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."}}