{"id":"W7062227098","doi":"","title":"2016 Title V Needs Assessment: Executive Summary, May 2015","year":2015,"lang":"en","type":"other","venue":"Iowa Publications Online (State Library of Iowa)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Maternal and Child Health Bureau; Health Resources and Services Administration; U.S. Department of Agriculture; Centers for Disease Control and Prevention; Strong; National Science Foundation","keywords":"Public health; Child health; Center (category theory); Block (permutation group theory); Health department; Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004772813,0.0002141434,0.0002618563,0.0004822433,0.00001718761,0.0000585672,0.0003865128,0.0001633795,0.001867865],"category_scores_gemma":[0.000007907637,0.0002066241,0.00005953436,0.0005909919,0.00006047819,0.0003603591,0.00008699931,0.0002080374,0.000331655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030332,"about_ca_system_score_gemma":0.0002552424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001782628,"about_ca_topic_score_gemma":0.00001155814,"domain_scores_codex":[0.9991437,0.00002146758,0.0002754502,0.0001612027,0.0001783695,0.0002198368],"domain_scores_gemma":[0.9991893,0.00002116436,0.0001104379,0.0004841707,0.00005013385,0.0001447466],"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":[9.480851e-7,0.00007651791,0.0002808671,0.00004579095,0.00007186396,8.871055e-7,0.00001678204,0.00005003316,0.00002940946,0.001055764,0.9969628,0.001408311],"study_design_scores_gemma":[0.0001519932,0.0000156027,0.0002290207,0.00006358745,0.00002113175,0.000001333106,0.00002207433,0.003897886,0.00004362834,0.0003947689,0.9949364,0.0002225466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001533255,0.001685165,0.0003710423,0.001007454,0.000378601,0.0002151109,0.003731458,0.0008673978,0.9915904],"genre_scores_gemma":[0.0004472379,0.001059146,0.008094865,0.00007061424,0.0003004121,0.00002089159,0.004723229,0.0003919919,0.9848916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007723823,"threshold_uncertainty_score":0.9990445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578851276042667,"score_gpt":0.2700351484150365,"score_spread":0.2542466356546099,"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."}}