{"id":"W4367016950","doi":"10.1007/978-3-031-25409-3_8","title":"Integration","year":2023,"lang":"en","type":"book-chapter","venue":"Springer undergraduate mathematics series","topic":"Analytic and geometric function theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006676455,0.0007198603,0.000960694,0.0007205573,0.0002182731,0.0001416076,0.0003900414,0.0004951152,0.0007916362],"category_scores_gemma":[0.0007868137,0.0006386456,0.0004532797,0.0002261747,0.0002590709,0.0001857359,0.0002438413,0.0006244751,0.003387125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734995,"about_ca_system_score_gemma":0.0001010653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000320868,"about_ca_topic_score_gemma":0.00003071466,"domain_scores_codex":[0.9972507,0.00002019096,0.0009839924,0.0005447526,0.0007843059,0.0004160128],"domain_scores_gemma":[0.997077,0.0007802435,0.0007384567,0.0009997946,0.0002603461,0.0001441578],"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":[0.00001286859,0.00003550145,6.674086e-7,0.0005507223,0.0003203154,0.00002706008,0.0002751982,0.00000239244,0.00001449891,0.9782643,0.01968614,0.0008102867],"study_design_scores_gemma":[0.0001615528,0.00007888201,0.000001053398,0.0005603886,0.0003546759,0.00003063196,0.0002556138,0.0001401501,0.0001248089,0.9635921,0.03408308,0.0006171253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002556402,0.000110249,0.03045878,0.001190777,0.0008990475,0.0004870906,0.00003711013,0.001104297,0.9656871],"genre_scores_gemma":[0.0005557191,0.0005934491,0.01367195,0.00004294377,0.0003292086,0.00002901935,0.00004789849,0.0003453253,0.9843845],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0186974,"threshold_uncertainty_score":0.9996065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06171348338123593,"score_gpt":0.2722791094307199,"score_spread":0.210565626049484,"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."}}