{"id":"W2129023231","doi":"10.1093/humupd/dmt008","title":"What should it take to describe a substance or product as 'sperm-safe'","year":2013,"lang":"en","type":"review","venue":"Human Reproduction Update","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Harm; Fertility; Precautionary principle; Risk analysis (engineering); Scope (computer science); Business; Psychology; Internet privacy; Medicine; Computer science; Biology; Social psychology; Environmental health; Biotechnology; Population","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008260253,0.0008859701,0.00209674,0.0005658785,0.0003218865,0.0003318935,0.0003050837,0.0003645449,0.007620579],"category_scores_gemma":[0.0008063205,0.0006425043,0.0005342625,0.001152299,0.0001350288,0.0005840412,0.00009668558,0.0008900063,0.01111628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004191374,"about_ca_system_score_gemma":0.0003797856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005508729,"about_ca_topic_score_gemma":0.00005189151,"domain_scores_codex":[0.994469,0.0001923462,0.001220543,0.002690263,0.0007752827,0.0006525341],"domain_scores_gemma":[0.9951817,0.00003457908,0.0005371612,0.003231096,0.0005977249,0.0004177873],"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":[0.0001012532,0.0002585278,0.000005706279,0.007530731,0.0003391614,0.0001626805,0.0002707782,0.000001364516,0.0001233045,0.0002760164,0.143603,0.8473274],"study_design_scores_gemma":[0.0003615646,0.0003641639,0.0000229253,0.01095619,0.00173222,0.002580697,0.00009991319,5.958598e-7,0.0002292384,0.00006114275,0.9828994,0.0006919284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005992393,0.982697,0.00002777828,0.004460373,0.005143784,0.005250495,0.000009716689,0.0004539618,0.001357694],"genre_scores_gemma":[0.00002672919,0.8781355,0.000521979,0.001164166,0.004851571,0.0008023445,0.000697183,0.0002087979,0.1135918],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8466355,"threshold_uncertainty_score":0.9996026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138594532386442,"score_gpt":0.39784636065967,"score_spread":0.1839869074210258,"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."}}