{"id":"W7035730697","doi":"","title":"Acceptable solutions","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Maternal and Neonatal Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Documentation; Set (abstract data type); Statement (logic); Stakeholder; Legislation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001998228,0.00006105113,0.00009539216,0.0000361019,0.0007506406,0.000002701384,0.0001089107,0.00008481346,0.04300391],"category_scores_gemma":[0.00002831695,0.00005002548,0.00002762281,0.0001195632,0.00001852499,0.00007886464,0.00008496586,0.0002754043,0.005950443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006174634,"about_ca_system_score_gemma":0.00008852519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000447463,"about_ca_topic_score_gemma":0.0003236428,"domain_scores_codex":[0.9989915,0.0001036041,0.0001944313,0.0001207322,0.0001207828,0.0004688867],"domain_scores_gemma":[0.9995033,0.00008088264,0.00004507451,0.000170914,0.00006696302,0.0001328504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002635439,0.0001725346,0.3446126,0.0005782986,0.00002936615,0.0001250434,0.003291974,0.000002952959,0.00954852,0.09054582,0.3131888,0.2376406],"study_design_scores_gemma":[0.0003437276,0.00003264766,0.06599818,0.00007913508,0.000003913191,0.000009139339,0.0006297667,0.0001305584,0.00006634479,0.02353309,0.9090732,0.0001002542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3556283,0.0001217831,0.0003220524,0.007306279,0.0007424811,0.0002765311,0.00002324342,0.0001086746,0.6354707],"genre_scores_gemma":[0.922778,0.000151565,0.0004205967,0.001524322,0.0003476187,0.0000569683,0.000009401773,0.00001027934,0.07470126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5958844,"threshold_uncertainty_score":0.9948235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1289579182135406,"score_gpt":0.4339542037176317,"score_spread":0.3049962855040912,"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."}}