{"id":"W4250109485","doi":"10.1111/aji.12394","title":"Preliminary Pages","year":2015,"lang":"en","type":"article","venue":"American Journal of Reproductive Immunology","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science; World Wide Web","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":[0.00145839,0.0002487934,0.0008173988,0.0003134067,0.00008723523,0.00001087556,0.0005181888,0.0001120461,0.00007115274],"category_scores_gemma":[0.001342565,0.0001958607,0.0001943502,0.0004146533,0.001540774,0.0002903461,0.0001372319,0.0005780272,0.0003543921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058375,"about_ca_system_score_gemma":0.000293118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006478644,"about_ca_topic_score_gemma":8.542298e-7,"domain_scores_codex":[0.997127,0.00112368,0.0007319322,0.0005150364,0.00008838052,0.000413994],"domain_scores_gemma":[0.9965925,0.0001580879,0.001247522,0.0008305286,0.001118917,0.00005242278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006959457,0.0009898561,0.05829066,0.00002692726,0.004444347,0.0003085819,0.01506531,0.0000954948,0.4741563,0.002108359,0.04172869,0.395826],"study_design_scores_gemma":[0.006014059,0.03645962,0.1990972,0.0002847991,0.000424918,0.03804848,0.03583805,2.321441e-7,0.3893985,0.005420513,0.2878744,0.001139282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8775625,0.1085851,0.0006281589,0.003126991,0.005727462,0.0002683614,0.000006222663,0.00005929418,0.004035929],"genre_scores_gemma":[0.9965788,0.0002787385,0.00066779,0.0000619558,0.0003876143,0.000009240969,0.000005660591,0.00002869747,0.001981567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3946867,"threshold_uncertainty_score":0.7986968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089943709955247,"score_gpt":0.2569612065773064,"score_spread":0.236061769477754,"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."}}