{"id":"W6931741443","doi":"10.5281/zenodo.822090","title":"BU204 Unit 5 Assignment","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Assisted Reproductive Technology and Twin Pregnancy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Sample (material); Download; Table (database); Range (aeronautics)","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003926675,0.0001046076,0.0001428519,0.0001248208,0.003707254,0.0002581559,0.0007084698,0.00009421361,0.00781014],"category_scores_gemma":[0.001120097,0.00009794276,0.00004749711,0.0001143291,0.0004018514,0.0001611675,0.0009642506,0.0003426026,0.006343342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008345046,"about_ca_system_score_gemma":0.000004136666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004940976,"about_ca_topic_score_gemma":6.409899e-8,"domain_scores_codex":[0.998907,0.00008478894,0.0001458328,0.0003780899,0.0002288263,0.0002554545],"domain_scores_gemma":[0.998227,0.000006876176,0.0001186435,0.001180823,0.0003442696,0.0001223698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003211867,0.0007827904,0.0009146869,0.0001797117,0.0003396864,0.0002906661,0.0006847833,0.000004653817,0.02465195,0.04179091,0.168936,0.761103],"study_design_scores_gemma":[0.0008817932,0.0003272043,0.04126803,0.00009421918,0.00004130988,0.0003567388,0.000149019,0.00002343673,0.003953261,0.0007446366,0.9520355,0.000124779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0674158,0.0002712735,0.005274096,0.009562048,0.0002517869,0.0008018186,0.00005576372,0.00175552,0.9146119],"genre_scores_gemma":[0.9924003,0.00005499355,0.0003525654,0.0000934335,0.0001351776,3.676137e-8,0.0002281703,0.0005966385,0.006138638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9249846,"threshold_uncertainty_score":0.9975898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06871774784523019,"score_gpt":0.2992529440301708,"score_spread":0.2305351961849406,"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."}}