{"id":"W4391968822","doi":"10.4236/ojml.2024.141004","title":"Teaching in a French Immersion Setting: A Review of the Who, the What and the How","year":2024,"lang":"en","type":"review","venue":"Open Journal of Modern Linguistics","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University; University of New Brunswick","funders":"","keywords":"Context (archaeology); French immersion; Inclusion (mineral); Foundation (evidence); Library science; Set (abstract data type); Sociology; Linguistics; History; Pedagogy; Computer science; Social science; Philosophy; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005298916,0.0002591911,0.001216682,0.00008286731,0.0004004499,0.001338338,0.001235067,0.00006938253,0.00007087531],"category_scores_gemma":[0.002512746,0.00009397507,0.0004663419,0.00005065991,0.0002365123,0.00009694822,0.0004761868,0.00248889,0.000001683804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004031198,"about_ca_system_score_gemma":0.0001975563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109137,"about_ca_topic_score_gemma":0.0001644365,"domain_scores_codex":[0.9972902,0.001267868,0.0008045596,0.0001584983,0.0003154813,0.0001634001],"domain_scores_gemma":[0.997155,0.0009573201,0.001353742,0.0003633046,0.0001373749,0.00003322525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004556211,0.00001657448,9.149369e-7,0.02328767,0.0002076774,0.00002584215,0.04101308,0.000001432798,1.182185e-8,0.01311001,0.005248689,0.9170836],"study_design_scores_gemma":[0.0001481591,0.00001853358,1.16412e-7,0.2344697,0.001168854,0.00007520472,0.004209572,0.00009471864,1.344992e-8,0.0007135467,0.7590091,0.00009255901],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001289131,0.9888567,0.000007710585,0.001879304,0.001380322,0.0004773217,0.00001191578,0.000002724249,0.007371109],"genre_scores_gemma":[0.0006454434,0.9931551,0.00004126969,0.0006565262,0.001596519,0.000006332612,0.000003698876,0.00003780259,0.003857258],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.916991,"threshold_uncertainty_score":0.9998124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05444864845910375,"score_gpt":0.3308039764933629,"score_spread":0.2763553280342591,"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."}}