{"id":"W7017311564","doi":"","title":"ACM chapter news: From Ontario to Hyderabad","year":2010,"lang":"en","type":"article","venue":"Cambridge University Engineering Department Publications Database","topic":"Fetal and Pediatric Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.00004369595,0.0001489454,0.0001476236,0.0002208501,0.0000901129,0.00002796856,0.0002803019,0.00006160755,0.0004747482],"category_scores_gemma":[0.0002324481,0.0001537198,0.00007496899,0.0002791228,0.00002548644,0.0002322877,0.0002297823,0.0003299354,0.0002979651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007610924,"about_ca_system_score_gemma":0.00007863039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002277394,"about_ca_topic_score_gemma":0.002099028,"domain_scores_codex":[0.9991333,0.000005842793,0.0001155375,0.0003607938,0.0001552274,0.0002292498],"domain_scores_gemma":[0.9985467,0.00006656994,0.00002735198,0.0008468596,0.00007300371,0.0004395089],"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":[0.0008039468,0.00275711,0.2552389,0.0001082844,0.0006561188,0.0007391287,0.0004095515,0.0004557172,0.09157008,0.1572254,0.4838359,0.006199894],"study_design_scores_gemma":[0.0006045546,0.00007170184,0.1417254,0.00000468427,0.00008779982,0.000012519,0.00001954124,0.000233435,0.0002214943,0.000002080403,0.8568382,0.0001785367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815274,0.00001742865,0.003608453,0.007015277,0.0002694809,0.0004204125,0.0007981685,0.0002788716,0.006064524],"genre_scores_gemma":[0.96229,0.00004468173,0.01993417,0.001702803,0.0002314426,0.00001347029,0.004526495,0.0000283375,0.01122862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3730024,"threshold_uncertainty_score":0.6268512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505356002461051,"score_gpt":0.2074605563750115,"score_spread":0.192406996350401,"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."}}