{"id":"W4412338649","doi":"","title":"Multivariate Generalized Linear Mixed Models with High Complexity / Modèles linéaires généralisés mixtes multivariés avec complexité élevée","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Scientific Research Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Multivariate statistics; Combinatorics; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.003825107,0.001863658,0.001780919,0.001607314,0.0006948155,0.003463869,0.002482355,0.002192061,0.006070461],"category_scores_gemma":[0.009022581,0.001031837,0.003218114,0.002023883,0.002324488,0.003683629,0.002831346,0.004792076,0.001212409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286473,"about_ca_system_score_gemma":0.001121068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006477729,"about_ca_topic_score_gemma":0.006019001,"domain_scores_codex":[0.99738,0.001251234,0.0001195742,0.0006486278,0.0003800191,0.0002205509],"domain_scores_gemma":[0.9939714,0.003577535,0.00127932,0.0005215015,0.0004664638,0.0001836718],"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":[0.00005800812,0.00004230206,0.003364426,0.0001740417,0.000245254,0.0002905733,0.0002944467,0.1060687,0.0008021719,0.8655287,0.003326217,0.01980528],"study_design_scores_gemma":[0.00002490018,0.00005661131,0.001644939,0.0000985787,0.0001085756,0.0002185223,0.00008485747,0.4311642,0.000250112,0.5517218,0.01456076,0.00006598611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01935324,0.00316451,0.9656249,0.002914807,0.0002826867,0.000078285,0.0008124613,0.0002729488,0.007496091],"genre_scores_gemma":[0.5917907,0.009709976,0.3399093,0.002722968,0.002486903,0.0009711952,0.002428523,0.000420613,0.04955988],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006477729,"threshold_uncertainty_score":0.02030772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1560375218520922,"score_gpt":0.3308768288090019,"score_spread":0.1748393069569097,"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."}}