{"id":"W4387531681","doi":"10.1242/jeb.246734","title":"ECR Spotlight – Till Harter","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Comparative physiology; Variety (cybernetics); Physiology; Carbonic anhydrase; Function (biology); Evolutionary biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005166023,0.0007228763,0.000643348,0.0009164391,0.002028264,0.005041361,0.001043936,0.003330829,0.1105788],"category_scores_gemma":[0.01473505,0.0004358929,0.0003566697,0.0007547939,0.001224715,0.003688888,0.002896397,0.005176613,0.06305183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844381,"about_ca_system_score_gemma":0.004261245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002774957,"about_ca_topic_score_gemma":0.004629446,"domain_scores_codex":[0.9941585,0.0009287773,0.0001861874,0.00103474,0.003058918,0.0006328234],"domain_scores_gemma":[0.9875143,0.001320649,0.0005983938,0.0005755619,0.004719803,0.005271325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003264768,0.00001387897,0.00004567356,0.00002826693,0.000001220831,0.0001146371,0.0001323765,0.00002007481,0.0003612413,0.001603476,0.9877061,0.009940339],"study_design_scores_gemma":[0.000003098143,0.00001250529,0.0001216331,0.00003877263,4.887093e-7,0.0001469679,0.0001457976,0.00001800699,0.0001198387,0.0002616056,0.9991249,0.000006447491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005389732,0.04875838,0.003581145,0.4395464,0.284908,0.0002335011,0.001792291,0.001847645,0.2139429],"genre_scores_gemma":[0.01725046,0.006890221,0.001846109,0.09305392,0.02333356,0.0001079118,0.0006130119,0.001381713,0.8555232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1105788,"threshold_uncertainty_score":0.3699231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023842279771682,"score_gpt":0.2795672524066672,"score_spread":0.2557249726349852,"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."}}