{"id":"W2415836739","doi":"","title":"Developmental evaluation exemplars : principles in practice","year":2016,"lang":"en","type":"book","venue":"","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Sociology; Watson; Management; Library science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.02122089,0.000245253,0.0003413571,0.0006685382,0.0001143168,0.0002243853,0.000662261,0.0002474005,0.02886853],"category_scores_gemma":[0.005534299,0.0001525096,0.00008216701,0.0002566237,0.00005615234,0.001052339,0.0002072747,0.0002449865,0.009748576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265458,"about_ca_system_score_gemma":0.007963419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008767757,"about_ca_topic_score_gemma":0.0006375279,"domain_scores_codex":[0.9912925,0.000488564,0.001273131,0.0006732607,0.006015476,0.0002570933],"domain_scores_gemma":[0.9951003,0.002492341,0.0006881874,0.0003831416,0.00124781,0.00008828203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008313494,0.0001060612,0.002044368,0.000008995416,0.0000593694,0.00001192427,0.001251199,0.0001510061,0.00003068895,0.04601278,0.2745675,0.6756729],"study_design_scores_gemma":[0.000647228,0.0000319511,0.003064384,0.00009813105,0.00002587918,0.00001431224,0.0004956858,0.001285039,0.00002287432,0.02254332,0.9715081,0.0002631075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004141703,0.0001058943,0.0004518877,0.003268116,0.0004448799,0.0007619684,0.00001112463,0.00002710247,0.9945149],"genre_scores_gemma":[0.001868953,0.0001340087,0.005150983,0.0009853023,0.0001372529,0.00009877544,0.00004118574,0.00001920295,0.9915643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6969405,"threshold_uncertainty_score":0.9976605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3816857263393895,"score_gpt":0.533974536343964,"score_spread":0.1522888100045744,"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."}}