{"id":"W2336687110","doi":"10.1111/gcb.13295","title":"Climate warming is predicted to reduce omega‐3, long‐chain, polyunsaturated fatty acid production in phytoplankton","year":2016,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Aquaculture Nutrition and Growth","field":"Agricultural and Biological Sciences","cited_by":313,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyunsaturated fatty acid; Phytoplankton; Omega; Global warming; Ecology; Environmental science; Climate change; Fatty acid; Chemistry; Nutrient; Biology; Biochemistry","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":[0.0001543431,0.0001914067,0.0002207961,0.00002426676,0.0001057023,0.00001756984,0.0001951438,0.0002437514,0.00009702007],"category_scores_gemma":[0.00008830944,0.00006626066,0.0000569129,0.0007117363,0.00007223842,0.0001335042,0.00008519745,0.00007852586,0.00009058601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130203,"about_ca_system_score_gemma":0.000004634071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001649786,"about_ca_topic_score_gemma":0.0006660026,"domain_scores_codex":[0.9985039,0.0001168101,0.0002304373,0.0005265708,0.0001002913,0.0005220528],"domain_scores_gemma":[0.9995855,0.00002206238,0.00008224753,0.0000731278,0.00009707933,0.0001399934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003471932,0.0001176463,0.1792245,0.000009934071,0.000009922302,0.000009329556,0.0001425055,7.135114e-9,0.6615684,0.0001514734,0.003429363,0.1549897],"study_design_scores_gemma":[0.0005184687,0.0005337219,0.893254,0.0001424073,0.000008722776,0.00004960723,0.0001482512,0.00000184511,0.08331943,0.0004079866,0.02126328,0.0003522751],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729173,0.0002719685,0.000007273179,0.02456896,0.0004103019,0.0004645242,0.001001678,0.0001418961,0.0002160835],"genre_scores_gemma":[0.9964962,0.0002251958,0.00005661783,0.001864177,0.0009984779,0.00007175928,0.0002305784,0.000001096053,0.0000559047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7140295,"threshold_uncertainty_score":0.2702031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03772189075210515,"score_gpt":0.2706566861443963,"score_spread":0.2329347953922911,"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."}}