{"id":"W2104167060","doi":"10.1080/00223891.2014.932284","title":"The Statistical Developments and Applications Section: An Update","year":2014,"lang":"en","type":"article","venue":"Journal of Personality Assessment","topic":"Advanced Statistical Modeling Techniques","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Section (typography); Psychology; Computer science","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":[0.02164857,0.001750171,0.002052941,0.008313215,0.0009585726,0.005716362,0.003355191,0.00560542,0.06070855],"category_scores_gemma":[0.09131742,0.001731032,0.001711767,0.00649402,0.002420002,0.009566345,0.002734063,0.01118455,0.05959582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430588,"about_ca_system_score_gemma":0.005631088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336121,"about_ca_topic_score_gemma":0.003020487,"domain_scores_codex":[0.9913561,0.002342714,0.001592929,0.00089216,0.003544352,0.0002717553],"domain_scores_gemma":[0.8901181,0.05071773,0.004626597,0.005766067,0.04425856,0.004512942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004139373,0.00007437724,0.0003335483,0.0007286167,0.00003172122,0.00007157225,0.00003723268,0.0001371143,0.0001889153,0.003696616,0.6691167,0.3255421],"study_design_scores_gemma":[0.00001037817,0.00003110356,0.0004097593,0.0008051997,0.00001968328,0.0003137992,0.00001726281,0.0001413998,0.0001054294,0.003103879,0.9950218,0.00002016762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0008071025,0.4362977,0.06025397,0.147988,0.2917301,0.0004253224,0.003454894,0.005076941,0.05396603],"genre_scores_gemma":[0.004146765,0.5231271,0.04890511,0.0660786,0.2720622,0.0007715116,0.004553657,0.003393466,0.07696164],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06070855,"threshold_uncertainty_score":0.2030904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003048555823765,"score_gpt":0.3543408499038506,"score_spread":0.3343103643456129,"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."}}