{"id":"W3196669239","doi":"10.3389/fmars.2021.695753","title":"Cellular, Hormonal, and Behavioral Responses of the Holothuroid Cucumaria frondosa to Environmental Stressors","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Biology; Echinoderm; Benthic zone; Ecology; Sea cucumber; Stressor; Zoology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003311284,0.000085456,0.0001382973,0.00002547512,0.0002093691,0.00001916395,0.0003941937,0.00006296,0.0001634623],"category_scores_gemma":[0.00009538617,0.00003534868,0.00003370233,0.0004104915,0.0007604879,0.00008758621,0.0008236044,0.0001231474,0.0000027054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002938197,"about_ca_system_score_gemma":0.00002547164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330102,"about_ca_topic_score_gemma":0.001143344,"domain_scores_codex":[0.9990006,0.0001080239,0.0001535249,0.0003329168,0.0001445953,0.0002603248],"domain_scores_gemma":[0.9997184,0.00005469176,0.00005129668,0.00009376257,0.00001295563,0.00006888997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002440003,0.00004523951,0.6579905,5.803157e-7,0.000001017716,0.000005241507,0.00005682592,0.000001675851,0.3319367,0.0000246095,0.0001457735,0.009767451],"study_design_scores_gemma":[0.00008732937,0.0001163005,0.9321468,0.000003488409,0.000004286982,0.000007681919,0.0004574646,0.00005246708,0.06570156,0.0006721839,0.000669285,0.0000811159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982813,0.00009830356,0.000003623597,0.0009303095,0.0003739362,0.00009769538,0.00002813944,0.000006056433,0.0001806327],"genre_scores_gemma":[0.9969993,0.00004325139,0.002221784,0.0001966576,0.00001839147,0.000005293541,0.000007571176,5.081557e-7,0.0005071951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2741563,"threshold_uncertainty_score":0.2802049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129552502135712,"score_gpt":0.2155165492900328,"score_spread":0.2042210242686757,"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."}}