{"id":"W4390105010","doi":"10.33524/cjar.v23i2.631","title":"Helping Language Teachers in Lithuania take their First Action Research Steps During the COVID-19 Pandemic: An Online Strategy","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action research; Context (archaeology); Pedagogy; Professional development; Action (physics); Pandemic; Language education; Coronavirus disease 2019 (COVID-19); Teacher education; Sociology; Face (sociological concept); Medical education; Political science; Psychology; Medicine; Geography; Social 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":[0.03699876,0.0006987606,0.0008587231,0.002355824,0.02599124,0.01189791,0.003396033,0.006917547,0.005879893],"category_scores_gemma":[0.02782204,0.0009696166,0.0006048765,0.001442538,0.01601307,0.008319476,0.0438071,0.006709623,0.001267406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01192992,"about_ca_system_score_gemma":0.06195193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284691,"about_ca_topic_score_gemma":0.02862316,"domain_scores_codex":[0.974795,0.01676705,0.0007679031,0.00100579,0.001158952,0.00550543],"domain_scores_gemma":[0.9622404,0.01420784,0.003369673,0.001893015,0.002773087,0.01551604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001485712,0.0003909991,0.01374642,0.001185667,0.00002892289,0.004734335,0.8810934,0.0002188018,0.002282013,0.01162544,0.01134722,0.07319824],"study_design_scores_gemma":[0.00003781683,0.0002055298,0.006722686,0.0008871521,0.00001295894,0.0004918975,0.9017509,0.00009569252,0.0004517659,0.00261062,0.08669209,0.00004095372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7295384,0.006827476,0.01168916,0.1890813,0.002196571,0.00355362,0.0002206427,0.0005385918,0.05635423],"genre_scores_gemma":[0.9526635,0.001955925,0.01316554,0.01589488,0.0001912139,0.001985382,0.0001114975,0.00007227588,0.01395983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03699876,"threshold_uncertainty_score":0.1956705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6942421287498051,"score_gpt":0.5690805260151086,"score_spread":0.1251616027346965,"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."}}