{"id":"W2986912116","doi":"10.1177/0959683619883014","title":"Complex responses of phototrophic communities to climate warming during the Holocene of northeastern Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Lawrence Livermore National Laboratory; University of Minnesota","keywords":"Holocene; Subfossil; Diatom; Holocene climatic optimum; Pollen; Environmental science; Oceanography; Precipitation; Ecology; Climate change; Physical geography; Geology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006895598,0.0001280692,0.0002913943,0.00006894863,0.0003216441,0.000009068936,0.0007445304,0.00005341067,0.002249412],"category_scores_gemma":[0.00002701346,0.00007460026,0.00004747918,0.0001824083,0.0003587181,0.00004131141,0.00008240831,0.0003140858,0.00008160327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004143341,"about_ca_system_score_gemma":0.000247388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8736627,"about_ca_topic_score_gemma":0.9442049,"domain_scores_codex":[0.9984403,0.0004441469,0.0002810758,0.0001257756,0.0002647577,0.0004439273],"domain_scores_gemma":[0.9984272,0.0007372564,0.0001199791,0.0005707978,0.00008196495,0.0000628495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006405389,0.000009099341,0.9947109,0.00005029841,0.00002733177,0.00001028555,0.001771215,0.002632853,0.00003540374,0.00001343768,0.00002375233,0.00007485958],"study_design_scores_gemma":[0.0002342144,0.0001380994,0.9963259,0.00003013617,0.0000105757,0.00007764006,0.001608782,0.0004070133,0.0009872788,0.00002156007,0.00007441614,0.00008436026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961755,0.0002043547,4.013606e-7,0.000961272,0.0001236694,0.0002654791,0.0001035828,0.000009242127,0.002156459],"genre_scores_gemma":[0.9990407,0.00003914171,0.00002625057,0.0003187757,0.00001338265,0.000001895335,0.0000275666,0.000003845591,0.0005283912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07054221,"threshold_uncertainty_score":0.9986627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853119866766536,"score_gpt":0.2345190247713813,"score_spread":0.205987826103716,"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."}}