{"id":"W4415790491","doi":"10.1038/s42003-025-08829-8","title":"Thermal suppression of gametogenesis can explain historical collapses in larval recruitment in Strongylocentrotus purpuratus","year":2025,"lang":"en","type":"article","venue":"Communications Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hakai Institute; Tula Foundation; National Science Foundation","keywords":"Strongylocentrotus purpuratus; Sea urchin; Population; Gametogenesis; Larva; Reproduction; Range (aeronautics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001729119,0.0001741575,0.0001231031,0.0003733211,0.0003177959,0.0002157002,0.0002800905,0.0002733023,0.001627202],"category_scores_gemma":[0.0005352382,0.0001725487,0.00016038,0.0001212051,0.000350319,0.0002288331,0.0005304886,0.0002171416,0.0002335615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387308,"about_ca_system_score_gemma":0.000102022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858237,"about_ca_topic_score_gemma":0.005633534,"domain_scores_codex":[0.9999453,0.00001360354,0.000004733369,0.00001886411,0.000005964471,0.00001145866],"domain_scores_gemma":[0.999598,0.000104292,0.0001927492,0.00003653841,0.0000201486,0.00004830356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004377048,0.0001077512,0.8236406,0.0001370987,0.0000797043,0.0004821395,0.0005672593,0.003851661,0.1558829,0.0003367735,0.0002752071,0.01420125],"study_design_scores_gemma":[0.000005946064,0.00009843514,0.9943841,0.000005397368,0.00001746652,0.0001302077,0.0001540856,0.002996091,0.001772593,0.0002169088,0.000212335,0.000006454115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993691,0.00004895089,0.0002059463,0.00002076647,7.564884e-7,0.000002250873,0.00005155685,0.00000919645,0.0002916461],"genre_scores_gemma":[0.9998086,0.00001275732,0.00005212157,0.000008603082,6.699382e-7,0.000003341828,0.00003387278,0.000002187778,0.00007774421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001858237,"threshold_uncertainty_score":0.005443573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697212370814932,"score_gpt":0.288905448858359,"score_spread":0.2319333251502097,"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."}}