{"id":"W2108566753","doi":"","title":"Inclusionary Practices in French Immersion: A Need to Link Research to Practice","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Link (geometry); Immersion (mathematics); Computer science; Mathematics; Computer network","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009653179,0.0002571984,0.0005542482,0.001982668,0.001025452,0.002814037,0.002420938,0.00009798961,0.0302963],"category_scores_gemma":[0.009366645,0.0002244533,0.000100266,0.0007679181,0.0001102253,0.00347324,0.002153146,0.00150424,0.0002971878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313935,"about_ca_system_score_gemma":0.0001495509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03496678,"about_ca_topic_score_gemma":0.002479665,"domain_scores_codex":[0.9951121,0.001910958,0.0007429395,0.0005507458,0.001106215,0.0005769936],"domain_scores_gemma":[0.9939623,0.003655137,0.0007829709,0.0005597221,0.0006512728,0.0003885488],"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":[0.001147749,0.001175513,0.06269309,0.000224764,0.0002805216,0.000347177,0.154962,0.0007125267,0.02003601,0.005657743,0.406253,0.3465098],"study_design_scores_gemma":[0.0004302904,0.00007760683,0.03210021,0.0006692086,0.00003346397,0.00001845955,0.01969174,0.0001127198,0.0004307985,0.001160341,0.9448687,0.000406443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.827193,0.006011617,0.00007326592,0.01157601,0.001035178,0.0006335442,0.00001040723,0.00004693844,0.1534201],"genre_scores_gemma":[0.9869059,0.0003995,0.0006868406,0.00450543,0.001411099,0.00005757352,0.00001027253,0.00005744266,0.005965905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5386156,"threshold_uncertainty_score":0.9989779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3967256028164777,"score_gpt":0.6024488592265584,"score_spread":0.2057232564100808,"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."}}