{"id":"W1979493824","doi":"10.4161/spmg.21797","title":"Overview","year":2012,"lang":"en","type":"article","venue":"Spermatogenesis","topic":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; SickKids Foundation","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147178,0.0008853042,0.00068345,0.001579876,0.001368186,0.004423644,0.001923291,0.002366663,0.517638],"category_scores_gemma":[0.004243539,0.0003272612,0.0006163729,0.001707123,0.000538904,0.003754165,0.003243383,0.00189458,0.3627788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001695885,"about_ca_system_score_gemma":0.003259167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197068,"about_ca_topic_score_gemma":0.003116282,"domain_scores_codex":[0.9989446,0.0001817396,0.00008436506,0.0002297978,0.0004241093,0.0001355217],"domain_scores_gemma":[0.9981564,0.0002537429,0.00008349185,0.0002379208,0.0006470314,0.0006213047],"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":[0.00005751826,0.00002726265,0.0003904015,0.0004445126,0.000009516647,0.0001451415,0.0001322624,0.00006251514,0.0003289414,0.01267091,0.8064272,0.1793038],"study_design_scores_gemma":[0.000002708659,0.000006599492,0.0001645947,0.00009140987,0.000002410071,0.00009668738,0.0000346585,0.00001135261,0.00004076427,0.001138704,0.9984073,0.000002759039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00199781,0.02622943,0.009453793,0.02665249,0.02760012,0.0003750266,0.0181003,0.004606873,0.8849841],"genre_scores_gemma":[0.01144441,0.02270004,0.006657357,0.01457693,0.007091634,0.0004292387,0.02142083,0.001828848,0.9138507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.517638,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693291136499005,"score_gpt":0.2908821128543161,"score_spread":0.263949201489326,"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."}}