{"id":"W7056452794","doi":"","title":"Flexible deadline policies and practices to support mental health and academic success","year":2025,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Magnetic Field Sensors Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Mental health; Prioritization; Qualitative property; Qualitative research; Session (web analytics); Quality (philosophy); Descriptive statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009097657,0.0002571344,0.0001848482,0.001431641,0.005750407,0.004647805,0.001270177,0.0007527368,0.003845118],"category_scores_gemma":[0.02951976,0.0002401524,0.000233731,0.000926083,0.004415902,0.002510487,0.00553696,0.001525948,0.0005880003],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008066581,"about_ca_system_score_gemma":0.03095955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03565312,"about_ca_topic_score_gemma":0.09346703,"domain_scores_codex":[0.9931023,0.003083277,0.0002950734,0.0003270501,0.001559766,0.001632653],"domain_scores_gemma":[0.9802938,0.003950235,0.004156606,0.0009989662,0.001991737,0.008608631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001604574,0.001415206,0.1819273,0.0008206175,0.00004905885,0.0007195119,0.2887152,0.00128485,0.003890493,0.02676521,0.02305945,0.4711928],"study_design_scores_gemma":[0.00005353365,0.0007859499,0.3439938,0.001956299,0.0000364238,0.0004194276,0.468311,0.00122304,0.002834471,0.01483408,0.1653692,0.0001827339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082941,0.001704633,0.008681073,0.02533075,0.0003246691,0.0002159451,0.0001370219,0.0002040615,0.05510776],"genre_scores_gemma":[0.9927348,0.000590508,0.003505185,0.000553901,0.00003127605,0.00006500083,0.00002695799,0.00001790985,0.002474423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9919334,"threshold_uncertainty_score":0.0708912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08684726064993326,"score_gpt":0.3807611228448378,"score_spread":0.2939138621949046,"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."}}