{"id":"W4386022022","doi":"10.1111/modl.12865","title":"The correlates of flow in the L2 classroom: Linking basic L2 task features to learner flow experiences","year":2023,"lang":"en","type":"article","venue":"Modern Language Journal","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Task (project management); Psychology; Affect (linguistics); Mathematics education; Flow (mathematics); Experience sampling method; Cognitive psychology; Computer science; Social psychology; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001382714,0.0002013848,0.0002407868,0.000205305,0.0004279953,0.0002103812,0.001095185,0.0002113447,0.0004539838],"category_scores_gemma":[0.0003007419,0.0001131988,0.0001453987,0.0006088907,0.0001530049,0.0001263066,0.0001168411,0.001169172,0.0001582452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004348086,"about_ca_system_score_gemma":0.000058121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001569145,"about_ca_topic_score_gemma":0.0004617876,"domain_scores_codex":[0.9976552,0.0004113224,0.0004576042,0.0002835198,0.0005693242,0.000622995],"domain_scores_gemma":[0.9984899,0.0006678762,0.0001568931,0.0005373624,0.00005731247,0.00009062109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001133978,0.00006245881,0.003846474,0.000005422056,0.00004576919,0.0006259113,0.8951784,0.004909364,0.00138778,0.000184768,0.0128792,0.08076102],"study_design_scores_gemma":[0.001433,0.0006298553,0.03524026,0.0002767275,0.000045277,0.001623703,0.9010567,0.04740551,0.0007564417,0.003350577,0.007520312,0.0006616237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883212,0.002465322,0.001632246,0.002074904,0.002085644,0.0002174916,0.000004544694,0.00005548943,0.00314309],"genre_scores_gemma":[0.9957389,0.00005430026,0.0004245394,0.0007771971,0.000509869,0.00009355532,0.000003684212,0.00003077753,0.002367132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08009939,"threshold_uncertainty_score":0.5079537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164439830473042,"score_gpt":0.3132282854897669,"score_spread":0.2967843024424627,"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."}}