{"id":"W7012925038","doi":"","title":"IMSA 2009 Profile","year":2009,"lang":"en","type":"article","venue":"DigitalCommons-IMSA (Illinois Mathematics and Science Academy)","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Southern Methodist University; St. Olaf College; Michigan Technological University; Texas Christian University; College of Engineering, Michigan State University; Northern Illinois University; Johns Hopkins University; Lehigh University; University of Notre Dame; Tulane University; University of Illinois at Urbana-Champaign; Villanova University; Michigan State University; Massachusetts Institute of Technology; Washington University in St. Louis; Macalester College; University of Miami; York University; Northwestern University; University of Missouri; George Washington University; Valparaiso University; Truman State University; University of Southern California; Wellesley College","keywords":"Presentation (obstetrics); Focus (optics); General partnership","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001469376,0.0006141139,0.0005296349,0.002283846,0.001854822,0.005763391,0.00145853,0.001734046,0.561489],"category_scores_gemma":[0.004020192,0.0004211216,0.0005089552,0.002883056,0.000193124,0.003407183,0.002303944,0.001236663,0.6258479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821539,"about_ca_system_score_gemma":0.003421697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008381341,"about_ca_topic_score_gemma":0.01718842,"domain_scores_codex":[0.9989997,0.00008869369,0.00006245339,0.0001074246,0.0005774043,0.0001644854],"domain_scores_gemma":[0.9969734,0.0001740177,0.0001287406,0.0003268482,0.001518705,0.0008784059],"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":[0.00004035896,0.00003549679,0.0002766372,0.00006024059,0.00000136745,0.00002270001,0.00003999569,0.00004519934,0.0003202765,0.001952166,0.9651239,0.03208174],"study_design_scores_gemma":[0.000003016586,0.00000732752,0.0005318088,0.00002756567,7.722346e-7,0.00002407778,0.00002606437,0.00004031078,0.0001173095,0.0001985254,0.9990193,0.000003843832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001377184,0.0005015638,0.001686228,0.002443776,0.0008737207,0.0002820619,0.03439957,0.003881811,0.9545541],"genre_scores_gemma":[0.003182888,0.0005513458,0.00105194,0.0006662117,0.000261503,0.0001846793,0.02458082,0.00104519,0.9684755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.561489,"threshold_uncertainty_score":0.6254827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05362753216055945,"score_gpt":0.2694848376080925,"score_spread":0.2158573054475331,"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."}}