{"id":"W4396950428","doi":"10.1101/2024.05.16.594501","title":"A positive feedback loop between germ cells and gonads induces and maintains cnidarian sexual reproduction","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Reproduction; Biology; Loop (graph theory); Sexual reproduction; Zoology; Germ; Cell biology; Ecology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006821875,0.0002547076,0.0001435825,0.000155499,0.0001441764,0.0002120248,0.0001514889,0.0001348208,0.001333686],"category_scores_gemma":[0.0001191391,0.0001508882,0.0001068175,0.00006301028,0.000259381,0.0001169428,0.0004155878,0.0003188526,0.0003514041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002522923,"about_ca_system_score_gemma":0.0002016691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008255729,"about_ca_topic_score_gemma":0.001617238,"domain_scores_codex":[0.9999282,0.000005831268,0.000003013991,0.00001937499,0.00002924409,0.00001432836],"domain_scores_gemma":[0.9999125,0.0000111233,0.0000224161,0.00001343855,0.00001181816,0.00002875214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002401812,0.000003048548,0.000933079,0.00001349313,0.000002195458,0.00006218549,0.0000105786,0.00004806971,0.9972901,0.0001762575,0.00003996412,0.001397035],"study_design_scores_gemma":[0.00003507532,0.0001665641,0.1221271,0.00001630664,0.0000194258,0.0005032309,0.00008666491,0.004694319,0.8657539,0.0004534257,0.006133037,0.00001093718],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933473,0.000330808,0.002736442,0.00004291804,0.0000182877,0.000007716061,0.0001212303,0.000144708,0.003250641],"genre_scores_gemma":[0.9949707,0.00009928038,0.001134983,0.00002096679,0.000005879663,0.000007931488,0.0001413798,0.00002344737,0.003595454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001333686,"threshold_uncertainty_score":0.004461646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261557069612463,"score_gpt":0.2000343360509562,"score_spread":0.1874187653548316,"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."}}