{"id":"W4280633309","doi":"10.1016/j.isci.2022.104393","title":"Toward understanding the communication in sperm whales","year":2022,"lang":"en","type":"review","venue":"iScience","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Geographic Society","keywords":"DECIPHER; Data science; Computer science; Key (lock); Human communication; Scale (ratio); Human–computer interaction; Cognitive science; Communication; Biology; Psychology; Computer security; Bioinformatics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001096523,0.0001786526,0.0003930057,0.00003881192,0.0004397136,0.0000640788,0.001820156,0.00003842538,0.005733093],"category_scores_gemma":[0.00007615996,0.0001147308,0.0001191513,0.000972758,0.0004868433,0.0001596769,0.003133472,0.0003820254,0.0003679146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00134548,"about_ca_system_score_gemma":0.00003335921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892301,"about_ca_topic_score_gemma":0.00405434,"domain_scores_codex":[0.9983571,0.0002632636,0.0002932573,0.0003641337,0.0004578786,0.0002644373],"domain_scores_gemma":[0.9988748,0.0003400546,0.0001781116,0.0005738098,0.000001105539,0.00003213497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[3.248303e-7,0.00001666893,0.0002137845,0.0003141338,0.000003105433,0.000005342404,0.0005355984,0.00000967998,3.147739e-8,0.001139778,0.001539303,0.9962223],"study_design_scores_gemma":[0.00001952526,0.00001156775,0.0001687576,0.0003790057,0.00002174422,0.00001427126,0.0005573424,0.00002246261,1.810336e-8,0.0003723603,0.9982903,0.0001426212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006297645,0.9267164,0.00005102866,0.0001516482,0.00006796035,0.0003903508,0.000003250774,0.00001474397,0.07259826],"genre_scores_gemma":[0.0007616017,0.9986044,0.00007821403,0.0001274315,0.000009460302,0.00009760696,0.000003767642,0.00001077783,0.0003068019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.996751,"threshold_uncertainty_score":0.9951758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2736428272030232,"score_gpt":0.3476752853745882,"score_spread":0.07403245817156501,"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."}}