{"id":"W1955051096","doi":"10.24908/pceea.v0i0.5849","title":"COURSE SCHEDULING ACCORDING TO STUDENT STRESS","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Scheduling and Timetabling Solutions","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"China Scholarship Council","keywords":"Scheduling (production processes); Stress (linguistics); Mathematics education; Computer science; Psychology; Engineering; Operations management; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002560088,0.0003739881,0.0005026239,0.0009214595,0.0003402614,0.001613196,0.0005502132,0.000469804,0.0019625],"category_scores_gemma":[0.01582757,0.0002066322,0.0003897758,0.000842188,0.0004197417,0.0007424286,0.0008094342,0.0006049016,0.0002382642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145686,"about_ca_system_score_gemma":0.0009420028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002189946,"about_ca_topic_score_gemma":0.00214315,"domain_scores_codex":[0.9981921,0.0006382098,0.0001031799,0.0003201918,0.0004199352,0.000326389],"domain_scores_gemma":[0.9862419,0.006161757,0.002330723,0.0006045134,0.002284538,0.002376643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001205334,0.0006710681,0.4615482,0.0001379211,0.0001735572,0.000280441,0.0008357952,0.3593132,0.01213474,0.01218856,0.003081581,0.1484295],"study_design_scores_gemma":[0.00005174378,0.001019993,0.168371,0.00002441636,0.00006026015,0.0001426055,0.0009782494,0.8076599,0.003184599,0.01689015,0.001557168,0.00005995404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468126,0.000169235,0.04836747,0.0004588601,0.00004124028,0.000125187,0.0002692011,0.0001222385,0.003634076],"genre_scores_gemma":[0.9952597,0.00004368649,0.003756613,0.00002434396,0.00001412624,0.00003842084,0.000142765,0.00001540293,0.0007050165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002560088,"threshold_uncertainty_score":0.01353925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356629890066236,"score_gpt":0.3483626738669052,"score_spread":0.2947963749662428,"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."}}