{"id":"W2900993650","doi":"10.1522/revueot.v13n2.678","title":"Évolution démographique du Saguenay-Lac-Saint-Jean : tendances récentes, situation actuelle et perspectives d’avenir","year":2004,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"SAINT; Geography; History; Art history","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005509681,0.0004028287,0.0004475733,0.0002156026,0.002313442,0.0002558444,0.0003797498,0.0003300041,0.0002995008],"category_scores_gemma":[0.001240678,0.0004515561,0.0003152656,0.001150353,0.001912351,0.0009218554,0.00009851027,0.0003961222,0.0001487655],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007072832,"about_ca_system_score_gemma":0.0009214581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.490941,"about_ca_topic_score_gemma":0.3234786,"domain_scores_codex":[0.9971564,0.0004951954,0.0005399414,0.0006314724,0.0005021243,0.0006747976],"domain_scores_gemma":[0.9983281,0.0004347881,0.000349552,0.0002973137,0.0003694806,0.0002207466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001211396,0.0008742421,0.009026578,0.0001080172,0.0002380277,0.00002143779,0.3200949,0.0005329875,0.0003424134,0.6393425,0.01377341,0.01563338],"study_design_scores_gemma":[0.00095532,0.0002684406,0.05339259,0.0007981104,0.000238929,0.00001436787,0.04751858,0.0001287152,0.0002670438,0.07966556,0.8158475,0.0009048604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3147023,0.07093798,0.004916791,0.5786555,0.006469113,0.0014617,0.0001970827,0.0006826732,0.02197689],"genre_scores_gemma":[0.9640539,0.01592208,0.001695429,0.0002800993,0.003461732,0.00006306035,0.00006283922,0.00005376901,0.01440715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8020741,"threshold_uncertainty_score":0.9997936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074043875923998,"score_gpt":0.2476056967259813,"score_spread":0.2268652579667413,"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."}}