{"id":"W4353085212","doi":"10.3389/fmars.2023.1136748","title":"Performance of the long-snouted seahorse, Hippocampus guttulatus, under warming conditions","year":2023,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia; European Commission","keywords":"Seahorse; Biology; Population; Fishery; Ecology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004799035,0.00006827201,0.00009540564,0.00004177099,0.0002756713,0.00002447475,0.0004789739,0.00003286483,0.000054153],"category_scores_gemma":[0.00009778995,0.0000257226,0.00003460027,0.002737896,0.0003911218,0.0002360622,0.0002716015,0.00008410704,0.00001217013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003959368,"about_ca_system_score_gemma":0.00004957605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001153769,"about_ca_topic_score_gemma":0.00009105854,"domain_scores_codex":[0.9990307,0.00003234879,0.0001763661,0.0001953611,0.0003199962,0.0002452455],"domain_scores_gemma":[0.999676,0.00005397674,0.00007868817,0.00008961261,0.00006305065,0.00003868925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003976519,0.00001344833,0.9485664,0.000004245693,0.000001831822,4.987401e-7,0.00005548558,0.0002109839,0.01198911,0.0001247885,0.0007646253,0.03826462],"study_design_scores_gemma":[0.00006008053,0.00002735783,0.9854795,0.00002066537,0.000003387817,0.000001141684,0.0003759637,0.009124121,0.001288501,0.003380194,0.0001717598,0.00006732094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973675,0.000004456355,0.00001553746,0.00125491,0.0004575444,0.0001391272,0.000004636027,0.00003219385,0.0007241226],"genre_scores_gemma":[0.9983813,0.00002063919,0.000543028,0.0001866345,0.00003488647,0.000009277062,0.0000152439,5.028878e-7,0.00080855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0381973,"threshold_uncertainty_score":0.2120269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637597132089783,"score_gpt":0.2265425032780741,"score_spread":0.2101665319571763,"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."}}