{"id":"W2132572455","doi":"10.1002/cjs.10071","title":"Closed‐form likelihoods for stochastic differential equation growth models","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Statistics","topic":"Statistical Distribution Estimation and Applications","field":"Mathematics","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Applied mathematics; Econometrics; Estimation theory; Growth model; Statistics; Statistical physics; Mathematical economics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002947589,0.0001373679,0.0002498493,0.0001631231,0.0002268532,0.0001003895,0.0002170109,0.00009635625,0.0005327878],"category_scores_gemma":[0.003784878,0.000128269,0.00007940185,0.0001209035,0.0001205155,0.0001241462,0.000006133541,0.0002866322,0.00001453836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008992073,"about_ca_system_score_gemma":0.0007885158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000148145,"about_ca_topic_score_gemma":0.002445302,"domain_scores_codex":[0.998646,0.00002189152,0.0006984295,0.0001144674,0.000245861,0.0002733403],"domain_scores_gemma":[0.996682,0.000948124,0.0004181467,0.00016077,0.001183134,0.0006078298],"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":[0.000008834794,0.00003086722,0.00001398177,0.00003172258,0.00002166204,0.000002994333,0.0001484117,0.00005795473,0.00009891579,0.9773847,0.01889037,0.003309514],"study_design_scores_gemma":[0.0005281163,0.00007073948,0.0009255634,0.00001704973,0.00009994127,0.00002284234,0.00004697614,0.1046257,0.0000522382,0.8930802,0.0003975795,0.0001330165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005272745,0.000004313216,0.9888805,0.0004391459,0.0005065973,0.0002626081,0.00436398,0.000009570522,0.0002605958],"genre_scores_gemma":[0.7695544,8.968522e-7,0.2299282,0.00006568796,0.0001875388,0.00001581467,0.0001522367,0.00001986396,0.00007540473],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7642817,"threshold_uncertainty_score":0.5833653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368620611467736,"score_gpt":0.3142659438229368,"score_spread":0.2405797377082594,"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."}}