{"id":"W563751467","doi":"10.1038/srep12009","title":"To brood or not to brood: Are marine invertebrates that protect their offspring more resilient to ocean acidification?","year":2015,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Ocean acidification; Marine invertebrates; Biology; Invertebrate; Pelagic zone; Brood; Ecology; Marine life; Life history theory; Larva; Organism; Seawater; Dominance (genetics); Life history","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002482806,0.0002993912,0.0003248656,0.0005294569,0.0004910399,0.0007295017,0.0004977276,0.0000825141,0.0005350432],"category_scores_gemma":[0.001267535,0.0001975351,0.00008502905,0.001580934,0.0001266587,0.000290644,0.0001342022,0.0001411888,0.001060769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000341798,"about_ca_system_score_gemma":0.0003238068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003999148,"about_ca_topic_score_gemma":0.001241965,"domain_scores_codex":[0.996423,0.0001639828,0.0005617665,0.001264186,0.0009968638,0.0005902012],"domain_scores_gemma":[0.9967886,0.0001022965,0.000273811,0.001383554,0.0003283703,0.001123398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001671992,0.0002855847,0.6160153,0.0001769018,0.00008343847,0.0007856517,0.01202965,0.02884308,0.02252367,0.00001924533,0.2404877,0.07707776],"study_design_scores_gemma":[0.0002535399,0.0004210465,0.6649336,0.0001514647,0.00002044242,0.0002365655,0.002935916,0.001636955,0.1603681,0.0003711036,0.1679285,0.0007427504],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892694,0.00005863083,0.0001870638,0.004408164,0.003029407,0.001857602,0.00003893844,0.0001736113,0.0009772269],"genre_scores_gemma":[0.9859326,0.000001880758,0.001591356,0.0009516007,0.0001256517,0.00001457147,0.00009757852,0.0000151404,0.01126961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378444,"threshold_uncertainty_score":0.999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04443462961046268,"score_gpt":0.2637619135120287,"score_spread":0.219327283901566,"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."}}