{"id":"W4243432879","doi":"10.1242/jcs.235952","title":"First person – Carlos Alonso","year":2019,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Capacitation; Library science; Selection (genetic algorithm); Humanities; Environmental ethics; Genetics; Human fertilization; Artificial intelligence; Art","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":[0.0003882696,0.00004150171,0.0001047493,0.0001129436,0.00005437162,0.00002059251,0.00009556679,0.00001937551,0.0002929617],"category_scores_gemma":[0.00009129748,0.00002788795,0.00005951547,0.0002604715,0.00007801865,0.0001772721,0.0000092979,0.0001143327,0.0001082524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000694316,"about_ca_system_score_gemma":0.0002141877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005953171,"about_ca_topic_score_gemma":8.856889e-7,"domain_scores_codex":[0.9992215,0.000004882481,0.0001074912,0.00007815823,0.0004680582,0.0001198988],"domain_scores_gemma":[0.9994332,0.00002910893,0.0001061472,0.0001033421,0.0001992622,0.0001289502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009403955,0.0001716102,0.1680805,0.00006971706,0.000009830017,0.000153348,0.0007441799,0.0001459615,0.8268793,0.0001059239,0.002354829,0.00119072],"study_design_scores_gemma":[0.003183936,0.002851138,0.6830479,0.000355832,0.0001655416,0.00336213,0.001405027,0.003656838,0.2725881,0.00005380886,0.02911578,0.0002139968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760813,0.0001574259,0.0001132429,0.0006792281,0.0006415332,0.0000559001,1.177012e-7,0.000004334673,0.02226694],"genre_scores_gemma":[0.997295,0.00001615732,0.0008586383,0.0001664787,0.0001434878,1.226994e-7,6.398785e-8,0.000002983663,0.001517067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5542912,"threshold_uncertainty_score":0.3207725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308562480767756,"score_gpt":0.2363747609009792,"score_spread":0.2232891360933016,"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."}}