{"id":"W4232707640","doi":"10.1177/1356389015580672","title":"Canadian Evaluation Society 36th Conference 2015: <i>Evaluation for the world we want</i>","year":2015,"lang":"en","type":"article","venue":"Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Engineering ethics; Environmental ethics; Engineering; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.1028487,0.0002774516,0.000293268,0.0003904617,0.0007794687,0.0007343764,0.0008270883,0.0001412584,0.008080318],"category_scores_gemma":[0.005887081,0.0001892028,0.0002260349,0.001444953,0.0001065817,0.001151907,0.00006524509,0.0002263148,0.0009380648],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356268,"about_ca_system_score_gemma":0.01312965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003116042,"about_ca_topic_score_gemma":0.1967979,"domain_scores_codex":[0.9848996,0.001814698,0.001059223,0.0007540655,0.01094927,0.0005231841],"domain_scores_gemma":[0.9826466,0.001626957,0.0006283877,0.00104865,0.01367012,0.0003792242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004707805,0.00004300964,0.001445561,0.00000435958,0.0000521604,5.803412e-8,0.004731103,0.04406756,0.00007055543,0.001965876,0.4322566,0.5153161],"study_design_scores_gemma":[0.002228227,0.00008234342,0.005573936,0.00002036103,0.0003275528,0.00000212914,0.004103993,0.8158318,0.0001725029,0.06983407,0.1016012,0.0002218441],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1326906,0.008225206,0.09900381,0.5267043,0.02005101,0.04093828,0.0004092475,0.0003202214,0.1716574],"genre_scores_gemma":[0.988943,0.00005232011,0.001692176,0.001517183,0.0005712643,0.001927488,0.0003478086,0.00002445064,0.004924334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8562524,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5302600051866425,"score_gpt":0.5674058189989668,"score_spread":0.03714581381232429,"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."}}