{"id":"W7137623922","doi":"","title":"Sediment metadata","year":2022,"lang":"","type":"other","venue":"Summit (Simon Fraser University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sample (material); Context (archaeology); Set (abstract data type); Value (mathematics); Equating; Simple (philosophy); Field (mathematics); Order (exchange)","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":[0.001950181,0.001889566,0.001524541,0.01345892,0.001711742,0.004465422,0.002767582,0.001306896,0.2867584],"category_scores_gemma":[0.01085179,0.0009752886,0.0007578987,0.01745028,0.000414424,0.00380082,0.002693723,0.0009895939,0.2216313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443111,"about_ca_system_score_gemma":0.003494024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0131124,"about_ca_topic_score_gemma":0.01806254,"domain_scores_codex":[0.9983637,0.0001370726,0.0005116382,0.0003272681,0.0005114724,0.0001487747],"domain_scores_gemma":[0.9919423,0.001174596,0.0007181864,0.001946828,0.003784755,0.0004332749],"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":[0.0004452095,0.00004527854,0.004284599,0.002280795,0.00005041253,0.0002729161,0.0002737252,0.0005986993,0.001454076,0.004954945,0.9079304,0.07740886],"study_design_scores_gemma":[0.00003862617,0.00001287849,0.002578955,0.000295505,0.00002500881,0.00006744367,0.0001517658,0.0001550102,0.0005834451,0.002116055,0.9939499,0.00002535457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009056946,0.0004107015,0.002369842,0.0002373469,0.0002875038,0.0001439489,0.9614933,0.003902334,0.03024933],"genre_scores_gemma":[0.004538592,0.000666214,0.007961337,0.0002141351,0.0001033746,0.0003717374,0.9592357,0.001694802,0.02521406],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2867584,"threshold_uncertainty_score":0.9593024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750071676589855,"score_gpt":0.2144188299615746,"score_spread":0.1969181131956761,"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."}}