{"id":"W1589551873","doi":"10.22329/jtl.v7i1.517","title":"Collaborative Inquiry Groups: Empowering Teachers to Work with English Language Learners","year":2010,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Perspective (graphical); Literacy; English language; Pedagogy; Psychology; Group work; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00950996,0.0005744721,0.0003463462,0.0009024712,0.002987403,0.003338922,0.002520678,0.0014645,0.003802492],"category_scores_gemma":[0.02077111,0.0004201675,0.0005304574,0.0004730115,0.00289352,0.00396066,0.008693199,0.001736194,0.001183774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006046846,"about_ca_system_score_gemma":0.003786632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005797849,"about_ca_topic_score_gemma":0.001753619,"domain_scores_codex":[0.9906872,0.007310297,0.0001918514,0.0005374724,0.0007988688,0.0004744779],"domain_scores_gemma":[0.9842656,0.009919842,0.0009899678,0.001426929,0.0006669521,0.002730775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003771772,0.003259192,0.007828728,0.001079157,0.00006532715,0.001154838,0.2951333,0.0008237239,0.01152078,0.01218581,0.02859826,0.6379737],"study_design_scores_gemma":[0.00140113,0.004820826,0.01344089,0.001445069,0.0002833282,0.003362702,0.2880008,0.005579297,0.01395185,0.08806391,0.5794193,0.0002309308],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5931881,0.002635216,0.2933936,0.01671785,0.0009372265,0.003406948,0.0001703136,0.002726936,0.08682374],"genre_scores_gemma":[0.6871531,0.002231804,0.2853027,0.001717884,0.0002621011,0.0040406,0.0002228525,0.0002150767,0.0188539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00950996,"threshold_uncertainty_score":0.0502941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114886076225722,"score_gpt":0.2691090757474268,"score_spread":0.2576204681248546,"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."}}