{"id":"W7098577626","doi":"","title":"LSAC RESEARCH REPORT SERIES � Fit to Testlet Models and Differential Testlet Functioning","year":2012,"lang":"en","type":"article","venue":"","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Series (stratigraphy); Differential (mechanical device); Process (computing); Corporation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01530687,0.001057281,0.0008059673,0.002269479,0.0009697907,0.003556687,0.002105626,0.001441029,0.05699982],"category_scores_gemma":[0.1371833,0.0006437921,0.001754891,0.002603709,0.0006490391,0.002989847,0.001415421,0.002106137,0.01233348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002619043,"about_ca_system_score_gemma":0.002878076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02276144,"about_ca_topic_score_gemma":0.01236454,"domain_scores_codex":[0.992998,0.004224952,0.0003606217,0.0008434607,0.001180587,0.0003924558],"domain_scores_gemma":[0.9070674,0.0659338,0.002735337,0.009252977,0.01279113,0.002219373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001662068,0.002365991,0.6435777,0.000245976,0.0005332014,0.0006623609,0.003614249,0.08710877,0.001009069,0.0323591,0.1104789,0.1163826],"study_design_scores_gemma":[0.0003174939,0.001517034,0.3845383,0.0001905201,0.0002699446,0.0007673523,0.003868764,0.5401726,0.001654981,0.03427629,0.0322428,0.0001839993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868915,0.0001473399,0.03417586,0.001508453,0.0003497215,0.0004926391,0.01217573,0.001375649,0.06288309],"genre_scores_gemma":[0.9648572,0.00007031819,0.007595147,0.0001306469,0.00004170094,0.0004432154,0.01547093,0.0005301559,0.01086066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05699982,"threshold_uncertainty_score":0.1906834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449623032755631,"score_gpt":0.3287004355899558,"score_spread":0.1837381323143927,"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."}}