{"id":"W2107372965","doi":"10.7202/007581ar","title":"BARON-YELLÈS, N., GOELDNER-GIANELLA, L. et VELUT, S., dir. (2002) Le littoral. Regards, pratiques et savoirs. Paris, Éditions Ens, Rue d’Ulm, 376 p. (ISBN 2-7288-0276-9)","year":2003,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001944601,0.001804696,0.001536188,0.003235877,0.002077054,0.004347746,0.001551711,0.002404536,0.1111206],"category_scores_gemma":[0.002976144,0.001019515,0.0004892218,0.007129109,0.001881527,0.004131713,0.001116241,0.003427424,0.06892288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00795339,"about_ca_system_score_gemma":0.00719181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3685079,"about_ca_topic_score_gemma":0.580579,"domain_scores_codex":[0.9989177,0.0001483482,0.0000759648,0.0001507123,0.0005988414,0.0001084847],"domain_scores_gemma":[0.9979684,0.000547489,0.0002180719,0.00009798761,0.0009243628,0.0002436922],"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":[0.00003966274,0.000008341271,0.0005521015,0.0007758429,0.00001434422,0.00005404909,0.0006663977,0.00007444228,0.0005292967,0.003493889,0.8402131,0.1535786],"study_design_scores_gemma":[0.00000723848,0.00001272447,0.003671547,0.0006427284,0.00001379994,0.0001426654,0.0004458916,0.00002749085,0.0001684334,0.0008758103,0.9939761,0.00001551467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0005311857,0.9407833,0.001228372,0.01532035,0.004069658,0.00001995763,0.001585053,0.0002622261,0.03619987],"genre_scores_gemma":[0.01196342,0.6552601,0.004196601,0.002726764,0.00262832,0.00007298014,0.002496259,0.0005281277,0.3201275],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6314921,"threshold_uncertainty_score":0.7327259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182746661189208,"score_gpt":0.2284233422712558,"score_spread":0.2165958756593637,"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."}}