{"id":"W4366384728","doi":"10.3138/cjpe.0025.009","title":"Navigating Expectations, Values and Context: A Canadian Evaluator Abroad","year":2011,"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":"Context (archaeology); Politics; Political science; Psychology; Public relations; Sociology; History; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03395687,0.0006684166,0.0006251422,0.001742289,0.06227178,0.01783697,0.00336584,0.005161131,0.00416262],"category_scores_gemma":[0.03191534,0.000672513,0.0005930908,0.001914019,0.01742392,0.004162744,0.008619846,0.01077585,0.0006478655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1024747,"about_ca_system_score_gemma":0.1671879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.865387,"about_ca_topic_score_gemma":0.9295262,"domain_scores_codex":[0.9609246,0.01956055,0.000651796,0.00184542,0.007196539,0.009821148],"domain_scores_gemma":[0.9597682,0.006826143,0.001236116,0.0008054998,0.01827717,0.01308684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001729725,0.0004013803,0.01529249,0.0000970874,0.00002847635,0.003007609,0.8880249,0.0007498288,0.001395435,0.01480192,0.04299957,0.03302833],"study_design_scores_gemma":[0.0000187284,0.0001309931,0.004769409,0.0002005199,0.00001726615,0.0003483788,0.8540494,0.000726204,0.0007596398,0.0013173,0.1375389,0.0001231512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7514963,0.001994945,0.00411264,0.1227603,0.001077879,0.000402345,0.000125571,0.0001294722,0.1179006],"genre_scores_gemma":[0.9701949,0.0007018105,0.002050588,0.00672133,0.00003706095,0.00007089011,0.00005136235,0.00008364598,0.02008841],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.865387,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3205900033941147,"score_gpt":0.530989583284331,"score_spread":0.2103995798902163,"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."}}