{"id":"W4282920805","doi":"10.3389/fevo.2022.870043","title":"A Spark in the Dark: Uncovering Natural Activity Patterns of Mormyrid Weakly Electric Fish","year":2022,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Fish biology, ecology, and behavior","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Humboldt-Universität zu Berlin; Deutsche Forschungsgemeinschaft","keywords":"Diel vertical migration; Nocturnal; Habitat; Ecology; Biology; Predation; Forage fish","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527612,0.00008186554,0.0001582684,0.00009416346,0.0001555808,0.000002894207,0.0001867437,0.000087948,0.00007609763],"category_scores_gemma":[0.00003703769,0.00007217736,0.00002712904,0.0002619755,0.0001286773,0.00010667,0.000153648,0.0003810852,0.000001536199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639512,"about_ca_system_score_gemma":0.0000158919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005282467,"about_ca_topic_score_gemma":0.006382845,"domain_scores_codex":[0.9989733,0.0003007102,0.0001476363,0.0002232119,0.00008196606,0.0002732419],"domain_scores_gemma":[0.9997436,0.00005311424,0.00007981788,0.0001059695,0.000002135966,0.00001532672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000840881,0.0001388886,0.9914199,0.000003745957,0.000003762558,0.00000858578,0.0001605662,0.0004319068,0.003155713,0.000007088174,0.003616244,0.0009695839],"study_design_scores_gemma":[0.0003392863,0.0002239708,0.9967695,0.000001237097,0.000008848781,0.00002185989,0.0004963478,0.001243654,0.00005728859,0.0004670026,0.0002920292,0.00007894591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981765,0.00006957287,0.00004476892,0.0003851511,0.0008448168,0.0002121285,0.00001211779,0.000006673022,0.0002483062],"genre_scores_gemma":[0.9994995,0.00003517791,0.00008356974,0.0002165907,0.00001301624,0.00007431142,0.000006960669,0.000003398787,0.00006746234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005854599,"threshold_uncertainty_score":0.3561777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005367935659270868,"score_gpt":0.2013794876520049,"score_spread":0.196011551992734,"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."}}