{"id":"W6989640434","doi":"","title":"Canadian Enrollment Leaders' Reflections on the Effectiveness of SEM","year":2002,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Senior management; Qualitative property; Perception; Research design; Best practice","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":[0.03280609,0.0003624375,0.0003448359,0.0009307985,0.01291347,0.00693737,0.001151201,0.001239001,0.003455071],"category_scores_gemma":[0.04237719,0.0003363756,0.0003109705,0.002275402,0.005318949,0.00173016,0.005178934,0.002821914,0.0002760863],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05932736,"about_ca_system_score_gemma":0.1169553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.881281,"about_ca_topic_score_gemma":0.9375341,"domain_scores_codex":[0.9753304,0.0123544,0.0006664318,0.0008412279,0.006231307,0.004576201],"domain_scores_gemma":[0.9631142,0.01601096,0.001385358,0.0008146228,0.01365838,0.005016518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002008668,0.0001068435,0.02760849,0.0004547164,0.00001985239,0.0009759808,0.7712267,0.00109472,0.002219414,0.03518354,0.02707236,0.1338366],"study_design_scores_gemma":[0.00004074535,0.0002589602,0.03167237,0.0004197477,0.00003687282,0.0001706867,0.6445385,0.001806685,0.001962015,0.002905365,0.316065,0.000123034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226747,0.002208113,0.005484805,0.07133433,0.0004429541,0.0002160187,0.0002025107,0.0001486713,0.09728798],"genre_scores_gemma":[0.9834422,0.001011638,0.001822258,0.002250849,0.00003250466,0.00003748671,0.00003884204,0.00003662944,0.01132756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9406726,"threshold_uncertainty_score":0.4304522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08578734189146607,"score_gpt":0.3408397975841647,"score_spread":0.2550524556926986,"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."}}