{"id":"W4392681710","doi":"10.22318/icls2023.432296","title":"Does the Emergency Switch Make a Difference in STEM Motivationally Supportive Instruction? Comparing Instructors’ Motivational Support Across Pre-Pandemic In-Person and During-Pandemic Online STEM Learning Environments","year":2023,"lang":"en","type":"article","venue":"Proceedings.","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Enthusiasm; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Autonomy; Relevance (law); Medical education; Mathematics education; Medicine; Social psychology; Political science","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":[0.0005718117,0.0003346879,0.0003829388,0.0002947696,0.0002971638,0.00005571104,0.0002925059,0.0002087358,0.0003645865],"category_scores_gemma":[0.00007070822,0.0002417659,0.00005899525,0.0008297211,0.0001567234,0.0002954174,0.0001637645,0.0008142462,0.00002044249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205069,"about_ca_system_score_gemma":0.00004091735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008273842,"about_ca_topic_score_gemma":0.0001635146,"domain_scores_codex":[0.9971977,0.00005262481,0.0008583367,0.0007684639,0.000507866,0.0006150461],"domain_scores_gemma":[0.9991368,0.0000729854,0.0004688385,0.0001420271,0.00007399518,0.0001053521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001022458,0.00009979685,0.9543776,0.00006023228,0.00004151552,0.000006090821,0.03739191,0.00008135547,0.0007841581,0.000461927,0.00001977717,0.00657343],"study_design_scores_gemma":[0.001552495,0.00005641456,0.9651968,0.00007889262,0.000007739222,0.00003826878,0.03209033,0.0002640724,0.00005163065,0.0001802085,0.0002145121,0.0002685583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980292,0.00001947012,0.00001382598,0.0001268507,0.0005654565,0.0005831217,0.00002585507,0.0001682642,0.0004679176],"genre_scores_gemma":[0.9930024,0.00009167733,0.00002697864,0.00004825819,0.0001427289,0.0001672679,0.00008534591,0.00004172978,0.006393627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01081931,"threshold_uncertainty_score":0.9858927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645079120715268,"score_gpt":0.3009894355536265,"score_spread":0.2645386443464738,"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."}}