{"id":"W2905971898","doi":"","title":"Newcomer Integration and Academic Support in Newfoundland and Labrador","year":2018,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Workload; English as a second language; Literacy; Pedagogy; Mathematics education; Psychology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003127586,0.0003093825,0.0006788892,0.002803296,0.01254461,0.009409941,0.001876227,0.0009360309,0.01057695],"category_scores_gemma":[0.005455054,0.0003253164,0.0004138527,0.004646407,0.005582005,0.004439678,0.01243448,0.003175702,0.0006058112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05247692,"about_ca_system_score_gemma":0.03467813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8384435,"about_ca_topic_score_gemma":0.9395365,"domain_scores_codex":[0.9932497,0.001329476,0.0001995178,0.0004441246,0.0007991254,0.003978124],"domain_scores_gemma":[0.992678,0.0009339181,0.0009392666,0.0002735072,0.001123221,0.004052018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005689078,0.0005899595,0.2612686,0.000511695,0.0002148861,0.004865386,0.4743882,0.0004159014,0.001280874,0.03518636,0.04350302,0.1772063],"study_design_scores_gemma":[0.00002407025,0.0001038732,0.3287906,0.0004621099,0.00004429024,0.0005221009,0.5636147,0.0001071098,0.0002591258,0.0005474078,0.1054507,0.00007384155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248539,0.003023897,0.0003182162,0.01432313,0.0002587173,0.0000497584,0.0003712166,0.00003119832,0.05676999],"genre_scores_gemma":[0.9748271,0.001603683,0.0002484645,0.001715846,0.00004794056,0.00004702684,0.0002705715,0.00002823477,0.02121116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1615565,"threshold_uncertainty_score":0.3807485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108456610661254,"score_gpt":0.2827991734495319,"score_spread":0.2617146073429193,"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."}}