{"id":"W4387773665","doi":"10.21065/advengtech.7.1","title":"AWEIGHTED BINOMIALLINDLEYDISTRIBUTIONFORDISCRETEDATA","year":2022,"lang":"en","type":"article","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03216474,0.003483416,0.005349902,0.00698135,0.003074551,0.006128709,0.007077762,0.003152241,0.2242665],"category_scores_gemma":[0.09684029,0.002652985,0.005359027,0.009886953,0.003998603,0.005441499,0.004845766,0.008511508,0.05644103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906053,"about_ca_system_score_gemma":0.01221062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03173247,"about_ca_topic_score_gemma":0.03911136,"domain_scores_codex":[0.9726387,0.009660924,0.002318399,0.005850344,0.007574504,0.001957138],"domain_scores_gemma":[0.9322361,0.03201348,0.002553893,0.02279317,0.009097531,0.00130587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002381639,0.0006678774,0.01286379,0.003163941,0.001393908,0.001005353,0.0007241781,0.01755325,0.002566688,0.08032615,0.2695943,0.607759],"study_design_scores_gemma":[0.0009741342,0.0007933265,0.01522112,0.001947146,0.0008251144,0.001740737,0.0007204789,0.1840031,0.008032064,0.1347419,0.6504081,0.0005927171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009222124,0.001889074,0.9259734,0.0008953959,0.003732475,0.004400615,0.02914882,0.01440128,0.01033681],"genre_scores_gemma":[0.06805435,0.002536839,0.7400463,0.0009647654,0.001009663,0.01518751,0.04700062,0.01185414,0.1133458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2242665,"threshold_uncertainty_score":0.7502463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009898624740869505,"score_gpt":0.2096907730227151,"score_spread":0.1997921482818456,"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."}}