{"id":"W7095175948","doi":"","title":"FOR THE DOCTORAL DEGREE IN SEMIOnCS BY","year":2014,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffuser (optics); Work (physics); Higher education; Theodolite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001785079,0.000899688,0.0009535422,0.001469566,0.003003064,0.006974006,0.001164098,0.001857702,0.7286759],"category_scores_gemma":[0.00741982,0.0003501101,0.0008255073,0.001331305,0.001029392,0.004416575,0.005452452,0.003021876,0.6306657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718095,"about_ca_system_score_gemma":0.007337538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371786,"about_ca_topic_score_gemma":0.006520445,"domain_scores_codex":[0.9980772,0.0002988601,0.0001268284,0.00034697,0.0008433133,0.000306881],"domain_scores_gemma":[0.9956923,0.0002909005,0.0001394126,0.0003237968,0.001531064,0.002022516],"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":[0.00001565787,0.00002234794,0.000167028,0.0001239867,0.000001992783,0.00004701698,0.0001487152,0.0000211301,0.0001099241,0.005578066,0.9570212,0.03674282],"study_design_scores_gemma":[0.00000257394,0.000008896915,0.0001823798,0.0001062399,9.24783e-7,0.00005019148,0.0001442325,0.00001485291,0.00004451212,0.0009895691,0.998453,0.000002658204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001118328,0.005201803,0.001132569,0.0372503,0.03196662,0.0001459988,0.003115574,0.0009975233,0.9190713],"genre_scores_gemma":[0.003123803,0.001743299,0.0005012641,0.002830826,0.001337254,0.00006968169,0.0007227274,0.0003347451,0.9893364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2713241,"threshold_uncertainty_score":0.3870109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05199460428540928,"score_gpt":0.3034996606249105,"score_spread":0.2515050563395013,"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."}}