{"id":"W6925095286","doi":"10.1594/pangaea.928641","title":"Geochemistry of Joey_core7 peat core from Canada","year":2021,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Medical, Sociocultural, and Biopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peat; Core (optical fiber); Carbon fibers; Earth (classical element); Carbon cycle","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002531265,0.0003534624,0.0006022417,0.00006794161,0.002764601,0.0008676527,0.001478687,0.0004520057,0.0003404678],"category_scores_gemma":[0.002151754,0.0003098417,0.0001227504,0.0002633042,0.003201044,0.0007294013,0.002770276,0.00067016,0.000001395465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003189406,"about_ca_system_score_gemma":0.0007137592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9978235,"about_ca_topic_score_gemma":0.9952293,"domain_scores_codex":[0.9955367,0.0001673399,0.0005165149,0.001140867,0.001425071,0.001213541],"domain_scores_gemma":[0.9973881,0.0006752837,0.0001993159,0.0008938868,0.0001224632,0.0007209958],"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":[0.00003560148,0.00008926853,0.0006085571,0.0002919625,0.0001752922,0.000008981058,0.0001065972,9.684103e-7,0.00002899116,0.0003267022,0.9954675,0.002859593],"study_design_scores_gemma":[0.000399611,0.00003527931,0.0004863889,0.0001183435,0.0001672245,0.000002341796,0.002056426,0.00004812807,0.00001872608,0.0006759595,0.9956458,0.0003457857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006319143,0.00521418,0.0000269408,0.001168913,0.001879463,0.0007015939,0.9844481,0.00001266515,0.0002290537],"genre_scores_gemma":[0.002141513,0.009563868,0.0005750342,0.0001436033,0.002174427,0.00005978557,0.9828458,0.00002076679,0.002475242],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.004349687,"threshold_uncertainty_score":0.9999354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0926222149504926,"score_gpt":0.3195468924816471,"score_spread":0.2269246775311545,"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."}}