{"id":"W6962502540","doi":"10.15468/kdcw93","title":"Alpheid shrimps of the genera Athanas Leach, 1814, Athanopsis Coutière, 1897 and Pseudathanas Bruce, 1983 of the coasts of the Arabian Peninsula (Malacostraca: Decapoda: Caridea)","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peninsula; Genus; Banner; East coast","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":[0.000209369,0.000724086,0.0003847369,0.004923553,0.0005017993,0.000435712,0.0006469187,0.000312931,0.02544786],"category_scores_gemma":[0.0008010772,0.0002943916,0.0003183757,0.004710701,0.0002280363,0.0005713805,0.001244273,0.0005091114,0.01150527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005490201,"about_ca_system_score_gemma":0.0008163094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045918,"about_ca_topic_score_gemma":0.03229252,"domain_scores_codex":[0.999726,0.00001938375,0.00005392951,0.00006725701,0.0000861042,0.00004730772],"domain_scores_gemma":[0.9993451,0.00006030774,0.0003155521,0.00007584569,0.0001538576,0.00004937345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004904838,0.0001217748,0.3726211,0.004619916,0.0002555406,0.0007112105,0.002927677,0.000612449,0.009628824,0.002204897,0.3428071,0.262999],"study_design_scores_gemma":[0.00003084028,0.00003706273,0.3751009,0.0005682025,0.00007203466,0.0005761534,0.002060072,0.0002262592,0.001309762,0.0004366122,0.6195545,0.00002768993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2042241,0.002585885,0.001024481,0.0002982766,0.0002501392,0.000214495,0.7612008,0.000396689,0.02980504],"genre_scores_gemma":[0.1489648,0.002443305,0.005932462,0.0001689466,0.00007604468,0.0005042092,0.8243073,0.00007197239,0.01753106],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02544786,"threshold_uncertainty_score":0.08513153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546370679294664,"score_gpt":0.215426764663999,"score_spread":0.1999630578710524,"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."}}