{"id":"W2131502529","doi":"10.1002/cjs.11159","title":"Likelihood inference in complex settings","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inference; Statistical inference; Mathematics; Econometrics; Humanities; Statistics; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009066409,0.0001328792,0.0003352329,0.000244742,0.00006466201,0.0000494458,0.0002155472,0.00006879883,0.0008441192],"category_scores_gemma":[0.007880625,0.0001209876,0.00003363029,0.0002022789,0.0001184086,0.0001386642,0.00001199602,0.0003480838,0.00001978011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001527906,"about_ca_system_score_gemma":0.0006936764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008670034,"about_ca_topic_score_gemma":0.00578319,"domain_scores_codex":[0.99842,0.0001318305,0.000611097,0.00007517863,0.0001940516,0.0005678587],"domain_scores_gemma":[0.9963403,0.002095392,0.0002849581,0.0001302625,0.0002493059,0.0008997779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005975663,0.00003851117,0.04483352,0.00007687871,0.00001688096,0.0001486894,0.001173999,6.144009e-7,0.00004331866,0.8887727,0.02018801,0.04470092],"study_design_scores_gemma":[0.0003510456,0.0001013658,0.06421211,0.0001338268,0.00003911901,0.00008814241,0.0003197909,0.0002464053,0.00003705917,0.9270223,0.007240628,0.0002081978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005852106,0.0001036245,0.9913409,0.0002395801,0.0003196666,0.00007643508,0.000360089,0.00000433918,0.001703204],"genre_scores_gemma":[0.4158993,0.000006339913,0.5838011,0.0001614006,0.0001052663,8.095674e-7,0.00000276552,0.00001143022,0.00001159026],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4100472,"threshold_uncertainty_score":0.9434414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08120352152605469,"score_gpt":0.3545217685082666,"score_spread":0.2733182469822119,"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."}}