{"id":"W4402298905","doi":"10.1515/9781988111469","title":"Some Magnetic Force","year":2023,"lang":"en","type":"book","venue":"","topic":"Magnetic and Electromagnetic Effects","field":"Biochemistry, Genetics and Molecular Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001384258,0.0004115257,0.0003170958,0.00009136774,0.00006022902,0.00003203325,0.000366154,0.0006744383,0.0005971803],"category_scores_gemma":[0.00005640453,0.000393215,0.000215405,0.00005039048,0.0001120474,0.000001106195,0.0002346106,0.0002291878,0.001409741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002430545,"about_ca_system_score_gemma":0.0003449837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007299217,"about_ca_topic_score_gemma":0.00003120043,"domain_scores_codex":[0.9982922,0.00003577389,0.0002664944,0.0006565085,0.0002417516,0.0005072435],"domain_scores_gemma":[0.9989857,0.00003090454,0.00008122546,0.0006962576,0.00005437624,0.0001515396],"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":[0.0000265521,0.00001529151,0.000002657384,0.0001208826,0.0000468196,0.00002189471,0.000004714563,0.000002505399,0.03270682,0.004793318,0.9560503,0.006208178],"study_design_scores_gemma":[0.0005901349,0.003342676,0.00006121983,0.00006033247,0.0001120419,0.00004065351,0.000003886448,0.0000382883,0.004937406,0.01893169,0.9710591,0.0008225418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007101995,0.0106525,0.00008856368,0.000189943,0.0006491762,0.0005669228,0.00003722669,0.0001413965,0.986964],"genre_scores_gemma":[0.0001660207,0.001882659,0.0001867793,0.0007605176,0.002013694,0.00006140246,0.0009251417,0.0001509829,0.9938528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02776942,"threshold_uncertainty_score":0.999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004985005025102828,"score_gpt":0.2144381291487222,"score_spread":0.2094531241236194,"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."}}