{"id":"W4409421757","doi":"10.1017/9781009000963.032","title":"E. Integrated Testlet Lookup Table","year":2024,"lang":"en","type":"other","venue":"","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBI Group (Canada); Trent University","funders":"","keywords":"Table (database); Lookup table; Computer science; Database; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009789071,0.001335305,0.0007630046,0.001820635,0.0008925177,0.003448291,0.002290202,0.001292559,0.675144],"category_scores_gemma":[0.007533556,0.000576781,0.0004021849,0.001424973,0.0003459891,0.003049207,0.002494067,0.001012223,0.4146743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037853,"about_ca_system_score_gemma":0.0008527206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002582683,"about_ca_topic_score_gemma":0.002231315,"domain_scores_codex":[0.9992973,0.0001120465,0.00005735531,0.00008158942,0.0003611006,0.00009072328],"domain_scores_gemma":[0.9967679,0.0009110234,0.00008432539,0.0005814807,0.001380313,0.0002750227],"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":[0.0004541267,0.0000908697,0.000484609,0.000205812,0.000006342647,0.0003589818,0.00009012214,0.000576794,0.001387549,0.006693032,0.836633,0.1530187],"study_design_scores_gemma":[0.00007056327,0.00007575426,0.0004765443,0.0001088709,0.000006287131,0.0002566209,0.00008712952,0.002196183,0.002613755,0.00400972,0.9900659,0.00003261517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004632881,0.0005030242,0.07461601,0.001917723,0.002916984,0.001067606,0.0416685,0.1048814,0.7677959],"genre_scores_gemma":[0.03887861,0.0004639437,0.04076622,0.003058519,0.0006661408,0.000915128,0.04996883,0.02218078,0.8431019],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.324856,"threshold_uncertainty_score":0.4633677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586882265824888,"score_gpt":0.2870390046206053,"score_spread":0.2711701819623564,"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."}}