{"id":"W6962878548","doi":"10.18710/tiiikx/mqdw2f","title":"Bedding_Devonian_Middle-Upper_Planteryggen_Estheriahaugen.txt","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hudbay Minerals (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.000591194,0.001730066,0.001330058,0.002939939,0.0006545768,0.002543203,0.002163563,0.00122927,0.1739949],"category_scores_gemma":[0.003004126,0.000860569,0.0008355078,0.005712401,0.0003677013,0.001276586,0.001852537,0.00114341,0.1725775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333486,"about_ca_system_score_gemma":0.001787565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05102707,"about_ca_topic_score_gemma":0.08688101,"domain_scores_codex":[0.9995077,0.0000600131,0.00005063562,0.0001695776,0.0001018781,0.000110283],"domain_scores_gemma":[0.9987131,0.0003472479,0.0001544959,0.0002906779,0.0003323412,0.0001621074],"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":[0.00005201169,0.000008274475,0.0008666441,0.0005655378,0.00002048523,0.00001883609,0.00003545009,0.0002348986,0.00006282728,0.0005770633,0.9954578,0.002100264],"study_design_scores_gemma":[0.0001294787,0.000007327576,0.004694072,0.0002810736,0.00001523709,0.0000260336,0.00008325985,0.0002189227,0.0002297241,0.0007028632,0.9935921,0.00001985297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006079164,0.00001539888,0.00002504071,0.00001345201,0.00000640859,0.000002571218,0.9990366,0.0001529201,0.0006868634],"genre_scores_gemma":[0.0003033968,0.00003277495,0.0001530023,0.00001893341,0.000003251569,0.00002942891,0.9984369,0.0001046508,0.0009177912],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1739949,"threshold_uncertainty_score":0.5820709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661798516516718,"score_gpt":0.2231404415338074,"score_spread":0.2065224563686402,"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."}}