{"id":"W6981898836","doi":"","title":"Front Matters - Vol. 11, No. 1","year":2011,"lang":"en","type":"article","venue":"OpenCommons - UConn (University of Connecticut)","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Binghamton University; Vrije Universiteit Brussel; University of Cambridge; Amherst College; University of Hartford; University of Oxford; St. John's University; Southern Connecticut State University; Colgate University; Dartmouth College; Swarthmore College; Louisiana State University; University of Minnesota; Case Western Reserve University; York University; University of Rochester; Georgetown University; College of Engineering, Michigan State University; Goddard Space Flight Center; Princeton University; University of Washington; University of Connecticut; Arizona State University; Brown University; Harvard University; Wellesley College; University of Pennsylvania; Williams College; University of California, San Diego; Yale University; London School of Economics and Political Science; Vanderbilt University; Fordham University; Rensselaer Polytechnic Institute; Ohio State University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001909749,0.0001435757,0.0002633182,0.0001945435,0.0007712223,0.00001991639,0.0006476071,0.00005695557,0.04088606],"category_scores_gemma":[0.00002913037,0.0001566418,0.0001464836,0.00004649477,0.00125699,0.0008658001,0.0001076425,0.0001452478,0.003589965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101562,"about_ca_system_score_gemma":0.0000697249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008460294,"about_ca_topic_score_gemma":0.02310831,"domain_scores_codex":[0.9991209,0.00005364619,0.0001346879,0.0002616137,0.0001868177,0.000242372],"domain_scores_gemma":[0.9990552,0.00006051628,0.0001502476,0.0003158782,0.0002904653,0.0001276668],"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":[0.0001495058,0.000205985,0.0004717805,0.00004044039,0.00007076863,0.00007670729,0.1339974,5.996863e-7,0.0002556186,0.06728774,0.7961003,0.001343178],"study_design_scores_gemma":[0.0003797564,0.0001558758,0.0005039684,0.00003549426,0.00005333513,0.000003522179,0.0220245,0.00003259798,0.00006579333,0.0003871283,0.9761068,0.0002512223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2007242,0.0001894748,0.00005075343,0.0007298272,0.002373093,0.0002236381,0.00003871888,0.0001470153,0.7955233],"genre_scores_gemma":[0.8932317,0.00001449212,0.0007828365,0.0005912621,0.0001172956,4.951409e-7,0.000006145512,0.00001665016,0.1052392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6925075,"threshold_uncertainty_score":0.9981425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762645936874731,"score_gpt":0.1729676736458381,"score_spread":0.1353412142770908,"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."}}