{"id":"W2251388597","doi":"10.1080/00401706.2020.1744928","title":"Probability (2nd ed.)","year":2020,"lang":"en","type":"article","venue":"Technometrics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Mathematics; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004622006,0.00008796171,0.000165649,0.0001718634,0.00004276766,0.00002174448,0.0002223024,0.00007166345,0.0003798877],"category_scores_gemma":[0.03835478,0.00007885166,0.00003868797,0.001774793,0.00005973474,0.00002825299,0.00007873528,0.0001470093,0.00009596287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004030592,"about_ca_system_score_gemma":0.00004266415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001928561,"about_ca_topic_score_gemma":2.985962e-7,"domain_scores_codex":[0.9992426,0.00003511909,0.0002055528,0.0001917445,0.0001771059,0.0001478979],"domain_scores_gemma":[0.9981515,0.001322901,0.00008195648,0.00026245,0.00009042946,0.00009072036],"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":[0.0000102004,0.0001739362,0.003720745,0.0002710547,0.00001726786,0.000002340243,0.0004552171,0.000001303516,0.0002589678,0.7129596,0.2315656,0.05056379],"study_design_scores_gemma":[0.0001808097,0.00008215216,0.001080199,0.000004933409,0.00002508994,0.00000214401,0.0002857634,0.0001265128,0.003043181,0.8907235,0.1042595,0.0001862426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05492418,0.0004190373,0.9209492,0.005018244,0.0005859341,0.0006689492,0.00009485077,0.001638296,0.01570132],"genre_scores_gemma":[0.152331,0.00004720692,0.8467315,0.0004209017,0.00007938589,0.00002643291,0.000004813741,0.0000179897,0.000340718],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1777639,"threshold_uncertainty_score":0.9697456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5536149349836584,"score_gpt":0.4384724965845889,"score_spread":0.1151424383990695,"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."}}