{"id":"W3097878932","doi":"10.5430/ijhe.v9n9p21","title":"Impact of Emotional Style on Academic Goals in Pandemic Times","year":2020,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Outcomes and Influences","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Psychology; Academic achievement; Academic year; Coronavirus disease 2019 (COVID-19); Social psychology; Incidence (geometry); Mathematics education; Developmental psychology; Applied psychology; Medical education; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003858368,0.00007927063,0.0001575816,0.0002272331,0.00003396386,0.00002895174,0.0004684721,0.00007713333,0.002052831],"category_scores_gemma":[0.0003418907,0.00006627024,0.000150056,0.0002246038,0.00008244589,0.0004524998,0.00001530928,0.0002553847,0.00003175651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845409,"about_ca_system_score_gemma":0.001602908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003446123,"about_ca_topic_score_gemma":0.000009602451,"domain_scores_codex":[0.998424,0.0001150692,0.000524958,0.00009782487,0.0007269664,0.0001111638],"domain_scores_gemma":[0.9984571,0.0002374414,0.0005394207,0.00004374318,0.0006003247,0.0001219643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127833,0.0002804174,0.9363912,0.000004233183,0.00008604921,0.000001263827,0.006319309,0.0005812859,0.000552244,0.03799686,0.01217432,0.005500027],"study_design_scores_gemma":[0.0002763023,0.0001352594,0.9756998,0.0001075476,0.000007712725,0.000003540226,0.0008172258,0.000006328503,0.00003732003,0.00440645,0.0184319,0.00007065098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662308,0.000409722,0.000005775294,0.02400866,0.001638767,0.00006817977,0.00000874326,0.000005738344,0.007623603],"genre_scores_gemma":[0.9955496,0.0002509948,0.000156285,0.001267255,0.001762867,0.000002273765,0.000006925389,0.000005755723,0.0009980564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03930854,"threshold_uncertainty_score":0.9988594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04627823160324633,"score_gpt":0.4521644906219628,"score_spread":0.4058862590187165,"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."}}