{"id":"W7094524997","doi":"","title":"Images-March 2007","year":2007,"lang":"","type":"article","venue":"DigitalCommons-COD College of DuPage Research (College of DuPage)","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entertainment; Exhibition; The arts; Sign (mathematics); Front (military); Quarter (Canadian coin); Higher education; Community college; Center (category theory)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.009717143,0.001813109,0.003319632,0.00399746,0.0026721,0.0003548172,0.004731858,0.001704975,0.004532429],"category_scores_gemma":[0.002141511,0.001749913,0.00181429,0.002805341,0.0117206,0.002598682,0.00299206,0.004300592,0.0006405481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00070953,"about_ca_system_score_gemma":0.001563204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006202878,"about_ca_topic_score_gemma":0.002215041,"domain_scores_codex":[0.9822119,0.00101918,0.004503506,0.002270411,0.00496491,0.005030073],"domain_scores_gemma":[0.9849758,0.003411696,0.001445214,0.003807163,0.005039346,0.001320836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002493614,0.005401844,0.0007139972,0.001660506,0.001613429,0.003057701,0.002283606,0.000007438136,0.004255904,0.5091282,0.4654236,0.003960226],"study_design_scores_gemma":[0.00610859,0.004786918,0.001521678,0.001867644,0.0003334193,0.000189747,0.07739504,0.0001052971,0.0305008,0.01196648,0.8628786,0.002345747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09285563,0.0178342,0.0001762193,0.003692563,0.001718969,0.005718537,0.06490969,0.000433971,0.8126602],"genre_scores_gemma":[0.9280733,0.002068326,0.0004685281,0.00008768577,0.001368357,0.000147435,0.0002749624,0.0003585109,0.06715284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8352177,"threshold_uncertainty_score":0.999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05786721084301926,"score_gpt":0.3239337603704711,"score_spread":0.2660665495274518,"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."}}