{"id":"W6943441922","doi":"10.15468/thiry8","title":"Canadian Museum of Nature Crustacea Collection","year":2018,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Mysidacea; Amphipoda; Crustacean; Peracarida; Malacostraca","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000498931,0.0003234816,0.000489813,0.0007165765,0.0001847246,0.0002370432,0.001638958,0.001290658,0.03559697],"category_scores_gemma":[0.0002540877,0.0003379368,0.00007099881,0.0008496715,0.0001079873,0.0001957319,0.0002951149,0.0008676801,0.01578971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100958,"about_ca_system_score_gemma":0.004257043,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7010639,"about_ca_topic_score_gemma":0.9882805,"domain_scores_codex":[0.9981806,0.0001241916,0.0003325235,0.0005737867,0.0003521466,0.0004367045],"domain_scores_gemma":[0.9977952,0.00003323625,0.000407775,0.001126158,0.0002981931,0.0003394791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000616598,0.00003881437,0.000005624694,0.00001936583,0.00009683179,0.00003891783,0.00004531027,6.221778e-7,0.00003333381,1.656517e-7,0.9995571,0.0001022587],"study_design_scores_gemma":[0.0003531261,0.000117875,0.00004535263,0.0001439438,0.0001551177,0.00002009322,0.00005093796,0.000002882718,0.0005425132,0.000002947134,0.9982182,0.0003470473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003534833,0.00005863857,1.986345e-8,0.0001184901,0.0008809652,0.0009807901,0.99164,9.239362e-7,0.005966686],"genre_scores_gemma":[0.0001066996,0.00001205702,0.0003133929,0.00005059938,0.0002371326,0.0000231974,0.9940909,0.00006887516,0.005097193],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2872166,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868050233311491,"score_gpt":0.3106114759782215,"score_spread":0.2919309736451066,"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."}}