{"id":"W2898773076","doi":"10.1177/1932202x18809659","title":"Flow, Achievement Level, and Inquiry-Based Learning","year":2018,"lang":"en","type":"article","venue":"Journal of Advanced Academics","topic":"Flow Experience in Various Fields","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; American Psychological Foundation","keywords":"Psychology; Mathematics education; Feeling; Construct (python library); Exploratory research; Academic achievement; Flow (mathematics); Social psychology; Pedagogy; Developmental psychology; Sociology; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001098751,0.0001919257,0.0001701709,0.001566598,0.0005978392,0.001458838,0.0002279364,0.0002520762,0.002476688],"category_scores_gemma":[0.005804304,0.0001098986,0.0001664163,0.0004599112,0.0007724311,0.0008133131,0.001265817,0.0004426231,0.0001775376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428365,"about_ca_system_score_gemma":0.0002828068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039327,"about_ca_topic_score_gemma":0.00163785,"domain_scores_codex":[0.999422,0.0001866749,0.00005057718,0.00007926022,0.0001627877,0.00009871905],"domain_scores_gemma":[0.9959372,0.001283379,0.001453119,0.000132441,0.000283488,0.0009103623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001551142,0.0007003847,0.9370021,0.00007313835,0.00003797865,0.00009962117,0.006313789,0.0002123133,0.002175536,0.001494666,0.0002061337,0.05152931],"study_design_scores_gemma":[0.00000419936,0.0002329456,0.9933936,0.00002149909,0.00001042372,0.0001093676,0.003797255,0.000252588,0.0003657257,0.001083373,0.0007177158,0.00001123963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954868,0.00008247059,0.0005139125,0.00005662275,0.000004460002,0.00001202269,0.00002879669,0.000009441762,0.003805415],"genre_scores_gemma":[0.9991774,0.00004365852,0.0002773606,0.000008338034,0.000004360229,0.000008644548,0.00003434043,0.000002559729,0.0004431977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002476688,"threshold_uncertainty_score":0.008285344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06140619090442862,"score_gpt":0.368927759528905,"score_spread":0.3075215686244764,"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."}}