{"id":"W2923663778","doi":"","title":"Vers la représentation cartographique d'une extraction des motifs de flux mondiaux issue d'une régionalisation","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Physics; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118387,0.0009755181,0.0008510631,0.004583801,0.000829949,0.006144667,0.0006438777,0.001418752,0.01706205],"category_scores_gemma":[0.00639725,0.0005792047,0.001787557,0.004964108,0.0009245424,0.001978965,0.0008253318,0.0015952,0.003133322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383143,"about_ca_system_score_gemma":0.001320591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04783104,"about_ca_topic_score_gemma":0.03111052,"domain_scores_codex":[0.9991108,0.0002280379,0.00006231214,0.0002334274,0.0002736564,0.00009179447],"domain_scores_gemma":[0.9978966,0.001341048,0.0001164316,0.0001977613,0.0003984728,0.00004960292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001328921,0.0001534875,0.01692802,0.001955448,0.000560378,0.001856373,0.008007406,0.1012586,0.05603617,0.1874344,0.04755487,0.5769258],"study_design_scores_gemma":[0.0002122544,0.0001495031,0.04492373,0.0007471765,0.0003425637,0.001706119,0.004148931,0.4692247,0.02169955,0.07984497,0.3768043,0.0001962401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1691853,0.005292306,0.7635355,0.003662056,0.0004406752,0.0002034635,0.02442464,0.007516742,0.02573928],"genre_scores_gemma":[0.4554731,0.004212439,0.4891042,0.000271867,0.0002735747,0.0005175913,0.01990296,0.001867776,0.02837643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04783104,"threshold_uncertainty_score":0.09510523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751013574609764,"score_gpt":0.2507936297938018,"score_spread":0.2232834940477041,"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."}}