{"id":"W9241761","doi":"10.4000/cybergeo.22861","title":"Desse R.-P., Fournié A., Gasnier A., Lemarchand N., Metton A. et Soumagne J. (dir.), 2008, Dictionnaire du commerce et de l’aménagement, Rennes, PUR, 357 p.","year":2011,"lang":"fr","type":"article","venue":"Cybergeo","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Art; Humanities","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002517479,0.0005371491,0.0006356394,0.0001490115,0.001730609,0.0001752463,0.0006508896,0.0004138594,0.003876672],"category_scores_gemma":[0.0006450404,0.0005726141,0.0003593942,0.001066167,0.001660906,0.0007749493,0.0004255342,0.0006919792,0.0005660734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006932192,"about_ca_system_score_gemma":0.000370948,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05700985,"about_ca_topic_score_gemma":0.1111806,"domain_scores_codex":[0.9951732,0.001439047,0.0006144816,0.0006669736,0.0006719573,0.001434349],"domain_scores_gemma":[0.9980465,0.0003089172,0.0003350116,0.0004575902,0.0003329273,0.0005190423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004144697,0.0005937807,0.007889356,0.00007685258,0.0003521857,0.00007713348,0.05035249,0.000007849272,0.00002171856,0.1604219,0.75283,0.02733533],"study_design_scores_gemma":[0.0007427128,0.0002415003,0.02748243,0.0001872879,0.0002815572,0.000008843207,0.004304184,0.00005941795,0.00004411506,0.0124947,0.9535218,0.0006314568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01983979,0.2675521,0.003447999,0.05627364,0.009602042,0.001036043,0.0001607244,0.0004115192,0.6416762],"genre_scores_gemma":[0.4431361,0.1318011,0.002918512,0.008295966,0.003454649,0.000276616,0.00009150773,0.0001888636,0.4098367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4232963,"threshold_uncertainty_score":0.9996725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554914273403298,"score_gpt":0.2782537891442893,"score_spread":0.2227046464102563,"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."}}