{"id":"W2944353829","doi":"10.1002/9781118445112.stat08182","title":"<scp>A</scp> nderson, <scp>T</scp> heodore <scp>W.</scp>","year":2019,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Linguistics and Education Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007053204,0.001729993,0.001867872,0.001323113,0.000782259,0.001471658,0.001923297,0.0009303967,0.00431898],"category_scores_gemma":[0.00892739,0.0016034,0.0002916726,0.0003842845,0.001319032,0.000185578,0.0005638782,0.002449439,0.005888352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003535473,"about_ca_system_score_gemma":0.001964311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287051,"about_ca_topic_score_gemma":0.00710241,"domain_scores_codex":[0.9911934,0.0003714771,0.00162193,0.001985703,0.002319095,0.002508359],"domain_scores_gemma":[0.9882545,0.005185175,0.001474655,0.002022172,0.001989668,0.001073809],"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":[0.000002874225,0.0006472058,0.0001421195,0.0009124178,0.0004015146,0.00008604371,0.008636363,0.0000102194,0.000005461014,0.2098152,0.7780987,0.001241855],"study_design_scores_gemma":[0.0009824414,0.0004688732,0.0001104802,0.0008745849,0.000276573,0.000009762007,0.02156419,0.0005301484,0.00001040045,0.01224486,0.962653,0.0002746513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007447942,0.004277717,0.002832609,0.0001320648,0.006325238,0.001764184,0.08816414,0.0006766864,0.8950825],"genre_scores_gemma":[0.0008591971,0.006906985,0.01161675,0.0007963692,0.006677384,0.0001469162,0.02305975,0.00141266,0.948524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1975704,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07534707076587208,"score_gpt":0.3196035224703193,"score_spread":0.2442564517044472,"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."}}