{"id":"W4285714848","doi":"","title":"The Concordia Language Villages Residential Immersion Model and Minority Language Maintenance","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Immersion (mathematics); Computer science; Humanities; Sociology; Art; Mathematics","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":[0.0009136538,0.0001605167,0.0002373518,0.000444728,0.001695489,0.003335838,0.001236307,0.000772638,0.01526665],"category_scores_gemma":[0.004125935,0.0001174069,0.0002628195,0.0007224645,0.002036556,0.001790822,0.002247449,0.0007741208,0.0005456309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005019997,"about_ca_system_score_gemma":0.002581971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06983746,"about_ca_topic_score_gemma":0.1120323,"domain_scores_codex":[0.9993128,0.0002607048,0.00001380765,0.00008356005,0.0000740801,0.0002551128],"domain_scores_gemma":[0.9983649,0.0004655492,0.0002106157,0.0001306235,0.0002575139,0.0005708175],"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":[0.002026893,0.00153448,0.1802721,0.00009937368,0.00006247434,0.00097387,0.04188165,0.006961918,0.002258454,0.6869571,0.005182823,0.07178883],"study_design_scores_gemma":[0.0003681448,0.001092251,0.4340888,0.0002508531,0.000206977,0.0005193689,0.2287914,0.06890949,0.002294781,0.2279707,0.03542992,0.00007747764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9630696,0.00005431523,0.001473281,0.0007904406,0.000009428127,0.0000200733,0.00006175954,0.000008820776,0.03451221],"genre_scores_gemma":[0.9972572,0.000008269959,0.00009900116,0.00001116276,0.000001908308,0.000004762459,0.000007983653,0.000002164392,0.002607547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06983746,"threshold_uncertainty_score":0.1388619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077313623247689,"score_gpt":0.324188721076845,"score_spread":0.3034155848443681,"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."}}