{"id":"W4231445950","doi":"10.1007/978-1-4939-7131-2_101260","title":"Statistical Models","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"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":[0.001419011,0.001489811,0.001022569,0.001401292,0.0005389816,0.002796196,0.00130481,0.001508824,0.04762373],"category_scores_gemma":[0.005566392,0.0006250077,0.0008630876,0.001367309,0.001653386,0.002728955,0.0013622,0.003378048,0.02983218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266435,"about_ca_system_score_gemma":0.001428324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001460134,"about_ca_topic_score_gemma":0.001796695,"domain_scores_codex":[0.9988112,0.0003957063,0.00004607666,0.0002154975,0.0004906175,0.00004087534],"domain_scores_gemma":[0.9984666,0.0009265259,0.00005370985,0.0002982878,0.0002135574,0.0000414054],"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":[0.000005294509,0.00001730378,0.0000793161,0.0001185293,0.0000205289,0.00002803032,0.00007632696,0.003356511,0.0001681999,0.7943655,0.1150215,0.0867429],"study_design_scores_gemma":[0.000002636386,0.000003544324,0.00006527778,0.00006248185,0.000007880437,0.00005121216,0.00001475532,0.005137755,0.0001270194,0.7919363,0.2025826,0.000008477437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008359505,0.01088906,0.6691855,0.008837598,0.002030528,0.0000747872,0.001689813,0.001605664,0.3048511],"genre_scores_gemma":[0.06202748,0.02510588,0.2149814,0.005242397,0.005477208,0.0005872844,0.004594196,0.002417414,0.6795667],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04762373,"threshold_uncertainty_score":0.1593173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585129532029265,"score_gpt":0.3875023320164054,"score_spread":0.2289893788134789,"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."}}