{"id":"W6988007077","doi":"","title":"Western Educational Longitudinal Study (WELS) Baseline Survey of Students Entering Western in the Fall, 2009","year":2009,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phone; Accreditation; Survey research; Quarter (Canadian coin); Telephone survey; Baseline (sea); Survey data collection; Survey instrument","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":[0.001234116,0.0002403904,0.0003169777,0.0009496803,0.001081766,0.0006029112,0.000596671,0.0004270983,0.007977852],"category_scores_gemma":[0.002193041,0.0003793291,0.0002251538,0.001472241,0.0001587256,0.0008810649,0.001009184,0.001376593,0.004124681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215998,"about_ca_system_score_gemma":0.002230028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05093906,"about_ca_topic_score_gemma":0.1286775,"domain_scores_codex":[0.9994324,0.0001235475,0.000100578,0.0001017425,0.0001512382,0.00009060877],"domain_scores_gemma":[0.9976567,0.0001254767,0.0004792694,0.0001804025,0.001037048,0.0005210722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003498683,0.001207387,0.7838779,0.0001914126,0.00007363351,0.0001643034,0.001790557,0.000104143,0.0009748202,0.0007329956,0.1885812,0.02195179],"study_design_scores_gemma":[0.00003021021,0.0002311927,0.9617925,0.00009355658,0.0000172988,0.00004864936,0.00181329,0.0001198658,0.0001683527,0.00008193198,0.03558413,0.00001911544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930858,0.0004501266,0.002002365,0.002118702,0.0002110278,0.002763239,0.272402,0.0002376298,0.02672906],"genre_scores_gemma":[0.6889462,0.00145005,0.006521946,0.004530827,0.0001668792,0.01139464,0.232509,0.000108027,0.05437239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05093906,"threshold_uncertainty_score":0.1012851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281220942892558,"score_gpt":0.3899114191314828,"score_spread":0.3170992097025572,"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."}}