{"id":"W4255580313","doi":"10.5589/m02-901","title":"Preface / Préface","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Geography; Cartography; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001316093,0.0009868527,0.0006863565,0.002606585,0.002914748,0.003049739,0.001049429,0.00111542,0.34738],"category_scores_gemma":[0.01036655,0.0002831765,0.0005458861,0.001623861,0.0005289546,0.002078208,0.001636563,0.003098314,0.2221185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002370412,"about_ca_system_score_gemma":0.002499735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044935,"about_ca_topic_score_gemma":0.009855085,"domain_scores_codex":[0.999405,0.00008127809,0.00004462745,0.00009757705,0.0003183966,0.00005316574],"domain_scores_gemma":[0.9935139,0.0006083729,0.0002136166,0.0004147374,0.004340535,0.0009087364],"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":[0.00001588956,0.00001190509,0.00004611576,0.00006058872,0.000001205473,0.00002588814,0.00003034358,0.00002706702,0.00007517103,0.001976468,0.979563,0.01816638],"study_design_scores_gemma":[0.000005455169,0.00001288369,0.0003730889,0.00009257189,0.000001527717,0.00002761082,0.00006573689,0.00002350796,0.00007522611,0.001271969,0.9980452,0.000005103631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001179006,0.009743421,0.003006208,0.03862942,0.4489301,0.0007228279,0.01009851,0.001030873,0.4866596],"genre_scores_gemma":[0.006699937,0.00550494,0.001646985,0.006108029,0.06320676,0.0004433888,0.00580116,0.0007328708,0.909856],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.34738,"threshold_uncertainty_score":0.9308832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05188577684775029,"score_gpt":0.2384015754951977,"score_spread":0.1865157986474474,"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."}}