{"id":"W4244193584","doi":"10.1037/e642622013-015","title":"What's in a quarter: Adjusting and re-engaging with course aspirations after mid-quarter feedback","year":2013,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Course (navigation); Short course; History; Engineering; Medicine; Pediatrics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001021548,0.0005073469,0.0005330992,0.0002688094,0.000538009,0.001915143,0.0007294486,0.000360065,0.002143522],"category_scores_gemma":[0.00005439852,0.0004613434,0.00006107141,0.0004760204,0.00044446,0.002527792,0.0001553384,0.0008636228,0.0005282541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009714474,"about_ca_system_score_gemma":0.0002301909,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004309411,"about_ca_topic_score_gemma":0.06101763,"domain_scores_codex":[0.9964591,0.000428421,0.0005604533,0.0008857654,0.0008360727,0.0008301909],"domain_scores_gemma":[0.9981495,0.0003084443,0.0003138448,0.0008641808,0.00008244184,0.0002816345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004016006,0.0001935461,0.001725079,0.00008520934,0.00006633524,0.00008245507,0.002443619,7.408004e-7,0.000001177591,0.00001138716,0.9947838,0.0005665322],"study_design_scores_gemma":[0.0009215655,0.0001113126,0.005990002,0.0005556189,0.0002345728,0.000005893959,0.02846601,0.000009252943,3.127256e-7,0.00003775414,0.9629983,0.0006694615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001810494,0.0009109306,0.000007706689,0.00257713,0.0008090663,0.00097397,0.9926264,0.0000428426,0.0002414152],"genre_scores_gemma":[0.003163012,0.001167149,0.0002523828,0.0008507335,0.0006566275,0.0003404144,0.9934525,0.00002883073,0.00008837369],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05670821,"threshold_uncertainty_score":0.9997838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0382086263038963,"score_gpt":0.3431667510237369,"score_spread":0.3049581247198406,"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."}}