{"id":"W4411657808","doi":"10.51847/ujssbzv","title":"10.51847/uJSsbzV","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Andrology; Cell biology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001326378,0.0001133093,0.0001721875,0.00004410307,0.00008796656,0.000008771459,0.0001661979,0.0001026271,0.9963341],"category_scores_gemma":[0.00002265996,0.00009870353,0.00005428894,0.0001063029,0.00004659207,0.00004839703,0.00002559777,0.00008399699,0.997691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001256085,"about_ca_system_score_gemma":0.00001594464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001996841,"about_ca_topic_score_gemma":5.372405e-8,"domain_scores_codex":[0.9991882,0.0001143643,0.000150505,0.000286245,0.00001968716,0.0002409384],"domain_scores_gemma":[0.9995111,0.00002902402,0.00002290841,0.0003808266,0.0000331571,0.00002295232],"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":[0.00008193035,0.00004596328,0.000003110698,0.000006640432,0.00005816646,0.000003265814,0.00005411008,0.000007056656,0.01274697,0.000005733566,0.09000267,0.8969844],"study_design_scores_gemma":[0.0002605271,0.0001347551,0.0002793756,0.00002439528,0.00001147754,0.00004545038,0.000001253211,1.292603e-7,0.002143921,0.000004120713,0.9969642,0.0001303716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002144636,0.002875388,5.207675e-7,0.0001805513,0.00001829566,0.0002107666,0.00001383921,0.0001076246,0.9944484],"genre_scores_gemma":[0.00515609,7.242315e-7,0.00001325389,0.00003368481,0.00006495981,0.00002050172,0.00002964224,0.00001367782,0.9946675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9069616,"threshold_uncertainty_score":0.4025013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006501889852669524,"score_gpt":0.1823996720387222,"score_spread":0.1758977821860527,"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."}}