{"id":"W4399709294","doi":"10.22541/au.171841980.09998304/v1","title":"Trophic controls on thermal adaptation of phytoplankton size and stoichiometry","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phytoplankton; Trophic level; Ecology; Zooplankton; Ecosystem; Adaptation (eye); Biology; Food web; Nutrient","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000199504,0.0002457764,0.00020675,0.0002308523,0.0002506786,0.0004359485,0.0001596937,0.0002881382,0.002640597],"category_scores_gemma":[0.0007704546,0.0001582082,0.0002210422,0.0001242143,0.0003742481,0.0003278549,0.0005243711,0.0001911426,0.0003440883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003003534,"about_ca_system_score_gemma":0.0001434172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008450944,"about_ca_topic_score_gemma":0.001097693,"domain_scores_codex":[0.9999151,0.00001958241,0.000005030005,0.00002359569,0.00001566205,0.00002107653],"domain_scores_gemma":[0.9997016,0.0001163661,0.0000668379,0.0000372071,0.00002557563,0.00005240756],"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":[0.0005773453,0.0000992073,0.1365778,0.0002155553,0.0001633618,0.0005597635,0.0005076777,0.01433888,0.8067737,0.0125557,0.001330132,0.02630095],"study_design_scores_gemma":[0.00002438816,0.0001272949,0.9041829,0.00001959067,0.00006304728,0.0003417472,0.0002827961,0.03972169,0.03837377,0.01507526,0.001744857,0.00004269485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994065,0.0001881125,0.001360088,0.00008601199,0.000009318691,0.00000187951,0.00008072446,0.00003153143,0.004177353],"genre_scores_gemma":[0.9992844,0.00004855583,0.0002328985,0.00001448972,0.000004325902,0.000002393574,0.00003371425,0.000009169856,0.0003701097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002640597,"threshold_uncertainty_score":0.008833706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018164106248389,"score_gpt":0.2323930716736778,"score_spread":0.2142289654252888,"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."}}