{"id":"W6950039130","doi":"10.5281/zenodo.5605335","title":"Zesticelus profundorum","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pacific ocean; Indian ocean; Archipelago; Peninsula; Period (music)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000870368,0.0005128463,0.0001711906,0.001546063,0.0006578956,0.000213805,0.0002165847,0.0003555299,0.01258095],"category_scores_gemma":[0.0003430947,0.0001460127,0.00009964989,0.0005539078,0.0004729022,0.0006103474,0.0009013243,0.0002253923,0.004658949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003558468,"about_ca_system_score_gemma":0.0001277508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859897,"about_ca_topic_score_gemma":0.009556898,"domain_scores_codex":[0.9999033,0.00001509867,0.000007713735,0.00003166098,0.00002553925,0.00001662071],"domain_scores_gemma":[0.9999096,0.00001854801,0.00003340983,0.000008233942,0.0000167057,0.00001354627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007842666,0.0001655867,0.08984599,0.001076316,0.0001062583,0.002988233,0.001552923,0.002512769,0.07076155,0.009687315,0.02099318,0.7995257],"study_design_scores_gemma":[0.0001107593,0.0005746186,0.652056,0.000413439,0.00009494318,0.01012591,0.001702832,0.001780248,0.008533839,0.003743892,0.3208205,0.0000429612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7049803,0.004808432,0.005998679,0.0004994341,0.0003436012,0.0002270863,0.004489898,0.0005555892,0.278097],"genre_scores_gemma":[0.9749635,0.000890523,0.00170448,0.000221236,0.00004248646,0.0000432131,0.001155006,0.00001433265,0.02096506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01258095,"threshold_uncertainty_score":0.0420875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081608272717399,"score_gpt":0.2269442082013168,"score_spread":0.2061281254741428,"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."}}