{"id":"W2158182855","doi":"10.1093/humrep/15.suppl_5.111","title":"The genetic revolution in artificial reproduction: a view of the future","year":2000,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Reproduction; Biology; Artificial intelligence; Zoology; Evolutionary biology; Computer science; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00202859,0.0003674652,0.001185879,0.0001410941,0.0004720084,0.00001415486,0.0002879051,0.0004368502,0.00008010796],"category_scores_gemma":[0.000426132,0.0001977681,0.0005834976,0.000931959,0.0006205964,0.00004859738,0.00007425541,0.001012971,0.0000361105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544937,"about_ca_system_score_gemma":0.0002726281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002952641,"about_ca_topic_score_gemma":0.00005693794,"domain_scores_codex":[0.9954896,0.0009014086,0.00134298,0.001662002,0.0003081467,0.0002958387],"domain_scores_gemma":[0.995109,0.00003211289,0.0006823567,0.003939926,0.000198017,0.00003855185],"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":[0.0002334622,0.000164582,0.0001329895,0.003447382,0.00008239098,0.000002384897,0.00006755482,0.00000152149,0.00003047798,0.0001574793,0.0008207959,0.994859],"study_design_scores_gemma":[0.00009883389,0.0001086668,0.03197066,0.002521118,0.0005375026,0.0004272622,0.00003083037,2.848694e-7,0.00005496135,0.001156149,0.9629277,0.0001660627],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003773579,0.9891315,0.000001317597,0.001106195,0.002952143,0.002569937,0.000004358353,0.0000475885,0.0004134204],"genre_scores_gemma":[0.000821871,0.987941,0.00002814612,0.00001109275,0.008319192,0.0002059167,0.00004309459,0.00003712836,0.002592571],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9946929,"threshold_uncertainty_score":0.8064748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06198238231519242,"score_gpt":0.3418142572678192,"score_spread":0.2798318749526267,"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."}}