{"id":"W4390105033","doi":"10.33524/cjar.v23i2.630","title":"An Action Research Study of Using Group-Based Remote Learning with ESL High School Students in English Language Arts","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action research; Context (archaeology); Mathematics education; Pedagogy; Psychology; The arts; Sociology; Political 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":[0.02245195,0.001300297,0.001619143,0.001943224,0.01820063,0.007490883,0.004262612,0.005087943,0.006787437],"category_scores_gemma":[0.02768082,0.001399414,0.001123328,0.001190447,0.01216827,0.005643322,0.006471017,0.008977441,0.001679365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005681471,"about_ca_system_score_gemma":0.01068443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009790618,"about_ca_topic_score_gemma":0.03274337,"domain_scores_codex":[0.9789745,0.01512184,0.0004866497,0.001581765,0.001032954,0.002802308],"domain_scores_gemma":[0.9676134,0.01730084,0.002012778,0.001181451,0.002227995,0.009663517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001819556,0.01174345,0.005720225,0.0003410475,0.00002256054,0.001211691,0.9627626,0.0001208676,0.001124202,0.001555613,0.001894752,0.01332102],"study_design_scores_gemma":[0.0001007151,0.002099849,0.00332157,0.0001629343,0.00001553988,0.0001523284,0.9844953,0.0002097336,0.0003009336,0.0004858914,0.008625046,0.00003011476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987561,0.0002184932,0.001267546,0.0026286,0.0001474913,0.001290698,0.00006842604,0.00004024731,0.006777484],"genre_scores_gemma":[0.9812782,0.0005541486,0.005941292,0.002733461,0.0000472047,0.001845283,0.00008180874,0.00003872473,0.007479933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245195,"threshold_uncertainty_score":0.1187387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2763892569431949,"score_gpt":0.5463550495943151,"score_spread":0.2699657926511203,"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."}}