{"id":"W152806713","doi":"","title":"Statistical models and likelihood functions","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Econometrics; Statistical model; Computer science; Statistics; Mathematics; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001047633,0.00009030558,0.0001457877,0.00002376953,0.00007888683,0.00001813236,0.00003386529,0.00003985036,0.001204095],"category_scores_gemma":[0.0003320806,0.00007101458,0.0000164856,0.00004435612,0.00005913607,0.00009799522,0.00003142588,0.00009224164,0.00003890961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009076559,"about_ca_system_score_gemma":0.00000294242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000408827,"about_ca_topic_score_gemma":0.000005484574,"domain_scores_codex":[0.9993102,0.00003769459,0.0001607013,0.0001843184,0.0001089455,0.0001981153],"domain_scores_gemma":[0.998735,0.0009250763,0.00001981399,0.0001409539,0.00003327843,0.0001458779],"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":[0.000002331111,0.00005752428,0.00000439717,0.00001392756,0.00000717812,0.000003502284,0.00006459682,0.000009799654,0.00002072625,0.9364282,0.006660055,0.05672776],"study_design_scores_gemma":[0.0001628214,0.00004030008,0.00001488689,0.000003899154,0.00001944919,0.000008471176,0.00004518237,0.157029,0.000006778021,0.8416899,0.0008934018,0.00008597991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000490032,0.0000509265,0.9452266,0.0001895541,0.00004156523,0.00008989419,0.00004525121,0.00008578449,0.05378038],"genre_scores_gemma":[0.1150477,0.00003228179,0.8806771,0.0001277381,0.0000284972,0.00001390434,0.000001339427,0.00001424741,0.004057196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1570192,"threshold_uncertainty_score":0.999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965294810602399,"score_gpt":0.4042430169908461,"score_spread":0.2077135359306062,"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."}}