{"id":"W2606650297","doi":"10.3138/cjpe.386","title":"In Tribute to Lyn Shulha: The Authentic Evaluator","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"LYN; Honour; Tribute; Scholarship; Kindness; Fidelity; Sociology; Field (mathematics); Psychology; Environmental ethics; Psychoanalysis; History; Political science; Computer science; Art history; Law; Philosophy; Medicine; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02527661,0.000929795,0.0020641,0.001226381,0.01643972,0.01878328,0.004309873,0.01370232,0.009158469],"category_scores_gemma":[0.1891799,0.000784922,0.0008799231,0.001404592,0.02058706,0.01317831,0.007559484,0.05567658,0.005531376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01262756,"about_ca_system_score_gemma":0.02790819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04246545,"about_ca_topic_score_gemma":0.06154319,"domain_scores_codex":[0.9645269,0.01569512,0.002045882,0.004438471,0.01124603,0.002047708],"domain_scores_gemma":[0.8610806,0.05022705,0.004547147,0.00445884,0.05944731,0.02023902],"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":[0.00003474141,0.00001098673,0.0002352986,0.000108432,0.00001158921,0.0002246348,0.005325533,0.00004117598,0.0001243175,0.01027854,0.9775946,0.006010224],"study_design_scores_gemma":[0.00001762444,0.00002775677,0.0003468689,0.0007097732,0.00001756359,0.0002966924,0.0145608,0.0002532868,0.0003031003,0.009598447,0.9737532,0.0001149828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003910835,0.001938795,0.0006927142,0.9644835,0.02965494,0.00002464087,0.00002436569,0.00005242824,0.00273753],"genre_scores_gemma":[0.03559761,0.003118345,0.003095557,0.8913702,0.02375201,0.0002176387,0.00003665872,0.0003961707,0.0424157],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04246545,"threshold_uncertainty_score":0.1336771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4305318327028315,"score_gpt":0.5840601491356326,"score_spread":0.1535283164328012,"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."}}