{"id":"W4390811642","doi":"10.1515/9780228019473","title":"act normal","year":2023,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004080952,0.0004859593,0.0008291425,0.0008005647,0.0004480738,0.00002448933,0.0006837518,0.0005971997,0.0001434747],"category_scores_gemma":[0.0001118013,0.0004625423,0.0003614219,0.0001069151,0.0006055674,0.000120026,0.0006709593,0.001269672,0.0002051478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007406769,"about_ca_system_score_gemma":0.0008428239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008748893,"about_ca_topic_score_gemma":0.000001498065,"domain_scores_codex":[0.9964941,0.00009086187,0.0002891039,0.0008475977,0.001394182,0.0008842218],"domain_scores_gemma":[0.9974608,0.000205449,0.0001884051,0.0009313939,0.0003703896,0.0008434914],"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":[0.001966916,0.0002053261,0.0001592959,0.002111534,0.001191448,0.01740039,0.0008228926,0.000009335626,0.0002495396,0.1940379,0.7643174,0.01752804],"study_design_scores_gemma":[0.002259797,0.0003977141,0.0002921721,0.0006784851,0.0004367186,0.0000309206,0.0001601532,0.00001958369,0.000463645,0.00007397399,0.9947738,0.0004130135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006695752,0.00000315724,0.0000166642,0.0004041356,0.0005559181,0.0008677822,0.0002566064,0.0004792148,0.9973496],"genre_scores_gemma":[0.0004842906,0.000342104,0.00007635348,0.000408097,0.0005146954,0.000002950018,0.0001879408,0.00009064493,0.9978929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2304565,"threshold_uncertainty_score":0.9997826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906733703883971,"score_gpt":0.2629040160406049,"score_spread":0.2338366790017652,"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."}}