{"id":"W2123272922","doi":"10.1002/jemt.20783","title":"Surfing the wave, cycle, life history, and genes/proteins expressed by testicular germ cells. Part 1: Background to spermatogenesis, spermatogonia, and spermatocytes","year":2009,"lang":"en","type":"review","venue":"Microscopy Research and Technique","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":424,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Armand Frappier Museum; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Spermatogenesis; Germ; Biology; Gene; Andrology; Spermatocyte; Cell biology; Genetics; Meiosis; Endocrinology; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001417319,0.0008035267,0.001726873,0.0005429635,0.0005242677,0.0003010127,0.0002909689,0.0006473414,0.0001373178],"category_scores_gemma":[0.0002682385,0.0005731936,0.0001948056,0.0005589596,0.0007502481,0.0001378163,0.0004169081,0.001250347,0.00003545749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897027,"about_ca_system_score_gemma":0.0006926365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002807244,"about_ca_topic_score_gemma":0.000008864017,"domain_scores_codex":[0.9958115,0.0004590579,0.000796886,0.001197362,0.0007058412,0.001029408],"domain_scores_gemma":[0.9970382,0.0005136912,0.0001910057,0.001008735,0.0002774829,0.0009708402],"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":[0.0002764764,0.0007608252,0.0003222329,0.03186172,0.000493771,0.001071613,0.0002578504,1.320421e-7,0.3832648,0.0002267158,0.1320465,0.4494174],"study_design_scores_gemma":[0.0004504944,0.0004833264,0.00005069218,0.00665955,0.0003346713,0.001456772,0.00003934637,0.00001124905,0.0214083,0.0000454573,0.9684891,0.0005710159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005876416,0.986963,0.0003958621,0.0003056657,0.00009967702,0.00566188,0.0001360621,0.00016847,0.0003929832],"genre_scores_gemma":[0.0003221043,0.993588,0.003457048,0.0004096021,0.0002984243,0.0008981696,0.0001704793,0.0001558536,0.0007002946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8364426,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09280575291505098,"score_gpt":0.3536328241924916,"score_spread":0.2608270712774406,"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."}}