{"id":"W6931122003","doi":"10.5281/zenodo.3848349","title":"Bythitidae Gill 1861","year":2017,"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":"BC Research (Canada)","funders":"","keywords":"Taxon; Single specimen; Taxonomy (biology)","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":[0.0001257371,0.0005956733,0.0003122119,0.00126453,0.001289952,0.0005766092,0.0004080276,0.0003697872,0.05285788],"category_scores_gemma":[0.0004033463,0.0002430926,0.0002552193,0.000839154,0.0004204333,0.0006296146,0.00112026,0.000517214,0.01638967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679697,"about_ca_system_score_gemma":0.0004881493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00471118,"about_ca_topic_score_gemma":0.008397132,"domain_scores_codex":[0.9997887,0.00001818536,0.00001767625,0.00007548067,0.00006209651,0.00003797071],"domain_scores_gemma":[0.9998665,0.00001762252,0.00004506467,0.00002327924,0.00002722166,0.00002034744],"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":[0.0005211149,0.0001136074,0.08687005,0.001509803,0.0001454108,0.0009236604,0.003348134,0.0006692097,0.04642858,0.01023861,0.04199073,0.8072411],"study_design_scores_gemma":[0.00006279785,0.0002838521,0.3041087,0.0002510191,0.00006684923,0.003442087,0.0006792355,0.0003475189,0.001495355,0.001074118,0.6881582,0.00003024076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4587375,0.006472325,0.008128542,0.0004406792,0.001525894,0.0006491547,0.01406732,0.001553212,0.5084254],"genre_scores_gemma":[0.8439829,0.002958938,0.00625947,0.000319634,0.0003185273,0.0002612838,0.01158436,0.0002738413,0.1340411],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05285788,"threshold_uncertainty_score":0.1768272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678542328660539,"score_gpt":0.242573938488124,"score_spread":0.2157885152015186,"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."}}