{"id":"W7027296135","doi":"","title":"Csoma de Koros - A Dedicated Life","year":2012,"lang":"hu","type":"other","venue":"Apollo (University of Cambridge)","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human life; Field (mathematics); Period (music); Quarter (Canadian coin); Interpretation (philosophy)","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":["insufficient_payload"],"category_scores_codex":[0.000233652,0.0004920081,0.001048163,0.000392352,0.0001723818,0.000009212532,0.0005830742,0.0009072161,0.0211135],"category_scores_gemma":[0.0001842437,0.0005345751,0.0005542155,0.000554496,0.000718578,0.0001072082,0.0002744159,0.0007469371,0.003557531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008509268,"about_ca_system_score_gemma":0.0005215064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355724,"about_ca_topic_score_gemma":0.00006863412,"domain_scores_codex":[0.9975104,0.000202613,0.0002805596,0.0005630423,0.0005498068,0.0008935177],"domain_scores_gemma":[0.9976227,0.0001699552,0.0004920469,0.0005554555,0.00009049638,0.001069331],"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":[0.001541349,0.001420315,0.04025473,0.001429406,0.001205017,0.0006940501,0.0008478634,0.00000272338,0.00105652,0.002204834,0.9389688,0.01037444],"study_design_scores_gemma":[0.004491847,0.0008098494,0.1519009,0.0002055435,0.002143241,0.00004935824,0.001136943,0.0001432309,0.00002191464,0.00002519721,0.8383815,0.0006904905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1778208,0.01225854,0.0009483471,0.005505734,0.001040641,0.001154413,0.0004824298,0.0002828367,0.8005062],"genre_scores_gemma":[0.4938881,0.004187175,0.0003028493,0.001387764,0.0007430809,5.537294e-7,0.0001353771,0.0001311823,0.4992239],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3160673,"threshold_uncertainty_score":0.9997106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181200188432068,"score_gpt":0.1951180371945144,"score_spread":0.1833060353101937,"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."}}