{"id":"W6948438829","doi":"10.5061/dryad.vmcvdnczt","title":"Zircon 2D shape and geochemistry","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Zircon; Sample (material); Mineral; Precambrian; Metamorphic rock","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008431056,0.0001400741,0.0001841536,0.0000364584,0.0002133768,0.002300402,0.0004869552,0.0000943239,0.07903978],"category_scores_gemma":[0.000008206993,0.0001167489,0.00002575127,0.00001724326,0.00008594072,0.0008295736,0.0005379548,0.0001337419,0.009989728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005075881,"about_ca_system_score_gemma":0.00004642657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007554997,"about_ca_topic_score_gemma":0.001092479,"domain_scores_codex":[0.9993799,0.000006504123,0.0002136606,0.0001650709,0.0001067336,0.0001281124],"domain_scores_gemma":[0.9995083,0.00003403734,0.0001376541,0.0002368126,0.00003266528,0.00005048082],"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":[0.000004878464,0.000006198364,1.493585e-7,0.00008121246,0.00002398481,0.000003375938,0.001501743,2.992191e-8,7.689878e-7,0.00007053579,0.9945006,0.003806537],"study_design_scores_gemma":[0.0001224269,0.0000154502,0.000001325118,0.00006163123,0.00002408045,0.000001431896,0.003123046,0.00001313175,0.00004237884,0.00005285101,0.9963712,0.0001710647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003145429,0.00006606079,1.02055e-8,0.0002175768,0.0003263359,0.0001262783,0.9181041,0.00000252495,0.08084264],"genre_scores_gemma":[0.000005451602,0.0001243391,0.00001851924,0.0003650022,0.0005034381,0.00001188249,0.9729631,0.000008354419,0.02599995],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06905005,"threshold_uncertainty_score":0.9987353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06778998435336189,"score_gpt":0.2704109518046586,"score_spread":0.2026209674512967,"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."}}