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Middlesex University; University of Essex; Old Dominion University; Florida Gulf Coast University; University of Missouri-Kansas City; Montana State University; University of Southern California; Texas State University; Franklin and Marshall College; University of Hawai'i; Coastal Carolina University; McGill University; University of East Anglia; University of South Florida; Montclair State University; California Polytechnic State University, San Luis Obispo; Carnegie Mellon University; University of California, Los Angeles; University of Washington; San Francisco State University; Baylor University; Case Western Reserve University; University of Minnesota; University of California, Irvine; University of Leeds; University of Dayton; High Point University; Villanova University; Loyola University Chicago; Ohio State University; Wake Forest University; Appalachian State University; Emory University; Rensselaer Polytechnic Institute; Queen's University; University of Miami; Oregon State University; University of Pennsylvania; Fairfield University; Purdue University; Brigham Young University; University of Missouri; Rutgers, The State University of New Jersey; Utah State University; Florida State University; Yale University; Vanderbilt University; Bard Graduate Center, Bard College; Texas Christian University; University of Wollongong; Wayne State University; Harvard University; Bard College; Center for Advanced Study, University of Illinois at Urbana-Champaign; University of Pittsburgh; Syracuse University; Arizona State University; Brown University; York University; George Mason University; Indiana University-Purdue University Indianapolis; Daemen College; Kennesaw State University; American Council of Learned Societies","keywords":"Turn (biochemistry); Exposition (narrative); Action (physics); Government (linguistics)","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001250288,0.001181832,0.001341808,0.0002324029,0.003509543,0.001680918,0.001703048,0.0004047975,0.009616691],"category_scores_gemma":[0.0004002398,0.0007572651,0.00125073,0.0005086114,0.002854462,0.0006754463,0.0009343741,0.001299368,0.002473991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002949525,"about_ca_system_score_gemma":0.0006051818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001503137,"about_ca_topic_score_gemma":0.006363345,"domain_scores_codex":[0.9930412,0.0008387478,0.001533125,0.001482948,0.001477455,0.001626583],"domain_scores_gemma":[0.9939951,0.001344068,0.0008239936,0.002898421,0.000572597,0.0003658171],"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":[0.0007833514,0.001586238,0.005513802,0.0006703242,0.001518831,0.0003176386,0.108623,0.0003116399,0.007192979,0.1482486,0.7001679,0.02506574],"study_design_scores_gemma":[0.001190241,0.0002597978,0.004378729,0.0004798446,0.0004646177,0.00006645751,0.009454227,0.0002272111,0.008075455,0.004358134,0.9699665,0.00107877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735039,0.0377088,0.0001550526,0.0150303,0.008447205,0.002580095,0.0009656104,0.0008792696,0.1607298],"genre_scores_gemma":[0.8742724,0.002236381,0.0001416288,0.003201535,0.002987399,0.0001317096,0.0001894683,0.0002191579,0.1166203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2697986,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634677223412939,"score_gpt":0.2318168982968397,"score_spread":0.2054701260627103,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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