{"id":"W2188940477","doi":"10.29309/tpmj/2015.22.01.1405","title":"HUMAN SPERM COUNT","year":2015,"lang":"en","type":"article","venue":"The Professional Medical Journal","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Semen quality; Medicine; Affect (linguistics); Sperm; Semen; Sperm quality; Toxicology; Environmental health; Andrology; Biology; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001557839,0.00008963446,0.0001553182,0.00004291454,0.0002625693,0.00001646089,0.0001502242,0.0001115287,0.002713402],"category_scores_gemma":[0.001203608,0.00004108174,0.00007627401,0.00009535761,0.0001513151,0.00004969715,0.00006217173,0.0009910619,0.0002436813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009223812,"about_ca_system_score_gemma":0.0008057767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007265311,"about_ca_topic_score_gemma":0.000001894836,"domain_scores_codex":[0.9976855,0.0001244032,0.0002525735,0.00009197893,0.001639074,0.0002064895],"domain_scores_gemma":[0.9987348,0.00007965024,0.00007839691,0.0001395893,0.0002214974,0.0007461113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001074141,0.001903916,0.08255228,0.00007440863,0.0003879326,0.003881556,0.002532814,0.00001029432,0.00522249,0.01313168,0.8391517,0.0500768],"study_design_scores_gemma":[0.01770341,0.002266528,0.5915388,0.00298766,0.0006481242,0.07890421,0.005091627,0.002461172,0.0006504185,0.04700268,0.2501581,0.0005872019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352353,0.0005276404,0.0003629847,0.04970497,0.003325615,0.0001656042,7.736655e-7,0.00004573423,0.01063137],"genre_scores_gemma":[0.9871401,0.00001426832,0.0001470377,0.005280996,0.003320408,0.000005006533,0.000005636343,0.00001313153,0.00407345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5889936,"threshold_uncertainty_score":0.9981983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05332713463778875,"score_gpt":0.3617172882092591,"score_spread":0.3083901535714703,"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."}}