{"id":"W2168246972","doi":"10.1002/jemt.20784","title":"Surfing the wave, cycle, life history, and genes/proteins expressed by testicular germ cells. Part 3: Developmental changes in spermatid flagellum and cytoplasmic droplet and interaction of sperm with the zona pellucida and egg plasma membrane","year":2009,"lang":"en","type":"review","venue":"Microscopy Research and Technique","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Spermiogenesis; Flagellum; Cell biology; Spermatid; Axoneme; Biology; Acrosome; Cytoplasm; Sperm; Microtubule; Gamete; Spermatozoon; Zona pellucida; Capacitation; Anatomy; Oocyte; Nucleus; Genetics; Motility; Embryo","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":[0.001045848,0.0004196762,0.0009046297,0.0003400249,0.0002258606,0.00009292341,0.000101823,0.0002753444,0.00003010765],"category_scores_gemma":[0.000129373,0.0002486083,0.00003666694,0.0002716652,0.0008453656,0.00009592342,0.0001781203,0.0009004997,8.324225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722692,"about_ca_system_score_gemma":0.0002720919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127971,"about_ca_topic_score_gemma":0.0001684551,"domain_scores_codex":[0.9979424,0.0002879679,0.0003923716,0.0006049931,0.0003578387,0.0004143956],"domain_scores_gemma":[0.9987114,0.0005133986,0.0001865559,0.0002844658,0.0000988602,0.000205297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005282716,0.0002931135,0.0007996441,0.01951632,0.0002221489,0.0002825884,0.001066857,1.343992e-7,0.7433585,0.0000195854,0.002699236,0.2312136],"study_design_scores_gemma":[0.002249141,0.002070407,0.0005358863,0.0196746,0.0004965909,0.003971783,0.0007002466,0.000162516,0.2451795,0.00002871929,0.7241036,0.0008270801],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2811992,0.714876,0.0000772219,0.0002955686,0.00003364891,0.003279722,0.00005177254,0.00003476953,0.0001520963],"genre_scores_gemma":[0.02205204,0.9757403,0.001415551,0.00006611626,0.00006550665,0.0003083833,0.00007980959,0.00005807963,0.0002141945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7214043,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666121177543584,"score_gpt":0.3028954160844868,"score_spread":0.2562342043090509,"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."}}