{"id":"W4200042711","doi":"10.52598/jpll/3/2/4","title":"Maintaining Effort and Interest despite Challenges during the COVID-19 Pandemic: A Process Tracing Approach to a Teacher’s Grit during an Online L2 Course","year":2021,"lang":"en","type":"article","venue":"Journal for the Psychology of Language Learning","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Grit; Process (computing); Psychology; Scale (ratio); Situational ethics; Construct (python library); Coronavirus disease 2019 (COVID-19); Mathematics education; Computer science; Social psychology; Geography; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009119758,0.000488534,0.0003747851,0.00309936,0.003407831,0.005324972,0.001541246,0.00134673,0.001842972],"category_scores_gemma":[0.0200811,0.000428691,0.0004811057,0.001736527,0.004447904,0.004404086,0.004366779,0.00257411,0.0003055976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00468856,"about_ca_system_score_gemma":0.003114067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032079,"about_ca_topic_score_gemma":0.0214333,"domain_scores_codex":[0.9944972,0.003296503,0.0002089538,0.00072167,0.000733999,0.0005416811],"domain_scores_gemma":[0.9858719,0.007904734,0.00264621,0.001013251,0.001515692,0.001048246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001963857,0.0008106254,0.2839528,0.0003886876,0.00007545781,0.001747428,0.606082,0.0009559726,0.004608744,0.0182877,0.001764746,0.08112939],"study_design_scores_gemma":[0.00002992039,0.0004266413,0.3589213,0.0005842143,0.00006175436,0.0006972822,0.5889835,0.0114962,0.002963829,0.02127113,0.0143773,0.0001869974],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610769,0.0003112692,0.02598076,0.002442154,0.0000366423,0.0002839863,0.0001662645,0.00008340619,0.009618589],"genre_scores_gemma":[0.9887843,0.0001624966,0.009398615,0.000190378,0.000009300764,0.000202593,0.00008771168,0.00002187311,0.00114261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01032079,"threshold_uncertainty_score":0.04823047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1405756483531007,"score_gpt":0.4291218800115492,"score_spread":0.2885462316584484,"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."}}