{"id":"W3008394068","doi":"10.1007/s00484-020-01877-1","title":"Herbarium records indicate variation in bloom-time sensitivity to temperature across a geographically diverse region","year":2020,"lang":"en","type":"article","venue":"International Journal of Biometeorology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Herbarium; Bloom; Variation (astronomy); Sensitivity (control systems); Geography; Geographic variation; Physical geography; Environmental science; Ecology; Biology; Medicine; Engineering; Environmental health","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":[0.000219558,0.0001010374,0.000209534,0.0009047674,0.0005052133,0.0003777879,0.0002236619,0.0001247403,0.001293934],"category_scores_gemma":[0.0005609412,0.0001397943,0.0001492486,0.001006116,0.0002449408,0.0002347398,0.0003423305,0.0001380474,0.0002251998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947988,"about_ca_system_score_gemma":0.0001276094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02079386,"about_ca_topic_score_gemma":0.05142364,"domain_scores_codex":[0.9998802,0.00002522245,0.000009612172,0.00003947226,0.0000160657,0.00002931213],"domain_scores_gemma":[0.9992167,0.0001773296,0.0003017093,0.00008095823,0.0001145612,0.0001087207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000178175,0.00003177562,0.9753499,0.00001452277,0.00007602292,0.00005371675,0.0005055924,0.0001338114,0.02002154,0.00005242989,0.0001024537,0.003480085],"study_design_scores_gemma":[6.949671e-7,0.000006335166,0.999737,3.872308e-7,0.000003641055,0.00001599968,0.00004736354,0.00002026978,0.0001015235,0.000002782048,0.00006360952,4.871421e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989581,0.00005406166,0.00007076232,0.000008320573,8.821281e-7,0.000002633204,0.0004099117,0.000005674176,0.0004897122],"genre_scores_gemma":[0.9992435,0.00004505115,0.00009723219,0.000007792389,0.000002261022,0.000002352466,0.0004457594,0.000002385109,0.0001537422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02079386,"threshold_uncertainty_score":0.04134566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675012994851292,"score_gpt":0.2622335034123606,"score_spread":0.2454833734638477,"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."}}