{"id":"W4221102669","doi":"10.3389/feduc.2022.848643","title":"Comparing College Students’ Motivation Trajectories Before and During COVID-19: A Self-Determination Theory Approach","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Reed College","keywords":"Amotivation; Pandemic; Coronavirus disease 2019 (COVID-19); Cohort; Psychology; Intrinsic motivation; Self-determination theory; Cohort study; Social psychology; Medicine; Political science; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007526965,0.0001454405,0.0001978169,0.0004411634,0.0004642723,0.00003654489,0.0001972904,0.0000699997,0.0003325712],"category_scores_gemma":[0.0001095032,0.0001719666,0.00003085846,0.0004861916,0.00005738691,0.0002001081,0.00006395396,0.0002381671,0.000001341396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008223598,"about_ca_system_score_gemma":0.0001759017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006867432,"about_ca_topic_score_gemma":0.000009242304,"domain_scores_codex":[0.9983635,0.0003851187,0.0003387383,0.0004035741,0.0003016786,0.0002073686],"domain_scores_gemma":[0.9993781,0.00005246015,0.0002008573,0.0002277013,0.00003792275,0.0001029875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009129656,0.0007195176,0.9127545,0.00005968786,0.00002271584,0.000001981171,0.07172833,0.0001304292,0.000002897523,0.008540048,0.004062466,0.001886111],"study_design_scores_gemma":[0.0009177415,0.00004697518,0.8707337,0.000005644587,0.00001865913,0.00002522419,0.1207064,0.0001879834,0.000003152294,0.003343009,0.003855504,0.0001559554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886575,0.0002580644,0.003000771,0.0001388321,0.003137634,0.0007414133,0.00001069918,0.0001188348,0.003936223],"genre_scores_gemma":[0.9929205,0.00000534334,0.003079319,0.0003359258,0.0001293997,0.0006869797,0.0001731032,0.0000226333,0.002646802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04897808,"threshold_uncertainty_score":0.7012594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740548291488969,"score_gpt":0.2990180079529418,"score_spread":0.2816125250380521,"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."}}