{"id":"W4396815104","doi":"10.1101/2024.05.07.590891","title":"Trophic adaptation of large terrestrial omnivores to global change","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Deutscher Akademischer Austauschdienst; National Research Centre","keywords":"Omnivore; Trophic level; Adaptation (eye); Ecology; Environmental science; Biology; Neuroscience; Predation","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":[0.0001779714,0.00011171,0.0001425003,0.000416276,0.0002582941,0.0003785731,0.0000748286,0.0001930802,0.0008887012],"category_scores_gemma":[0.0002835282,0.00008519233,0.0001506289,0.0003006548,0.0002995583,0.000263865,0.0004523482,0.000179647,0.0001221773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880669,"about_ca_system_score_gemma":0.0001166725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580725,"about_ca_topic_score_gemma":0.005178809,"domain_scores_codex":[0.9999499,0.000007566275,0.000001964369,0.00002099109,0.000006593597,0.00001310305],"domain_scores_gemma":[0.9999105,0.00001180429,0.00003148149,0.00001604601,0.000008709831,0.00002149898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591175,0.00004488157,0.8390086,0.0000604065,0.000183491,0.0002686937,0.0006629397,0.002041357,0.1234845,0.00115597,0.0006657652,0.03226438],"study_design_scores_gemma":[9.650826e-7,0.00001115983,0.9976579,0.000002395693,0.000008663036,0.00004231824,0.000135421,0.0006445099,0.0008258983,0.0002709402,0.0003965625,0.000003302149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983417,0.0001092432,0.0003942733,0.00004008699,0.000003966614,0.00000102874,0.0001180538,0.000009917194,0.0009817824],"genre_scores_gemma":[0.9991109,0.0001087549,0.0003606333,0.00002556661,0.000004630802,0.000002146394,0.000131468,0.000005995104,0.0002498986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002580725,"threshold_uncertainty_score":0.005131364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410640039588428,"score_gpt":0.2538182515884343,"score_spread":0.21971185119255,"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."}}