{"id":"W6926007326","doi":"10.21233/n3sb5h","title":"Lake Site South Burin Peninsula pollen dataset","year":2017,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Peninsula; Pollen; Shandong peninsula; Raw data","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.004219602,0.000545297,0.0007406,0.0001978072,0.002780059,0.0003586316,0.002362044,0.001060588,0.009543329],"category_scores_gemma":[0.009839995,0.0005005521,0.0002088434,0.0001908505,0.002786041,0.0004197293,0.0005602214,0.001218727,0.004068219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154275,"about_ca_system_score_gemma":0.001024658,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099595,"about_ca_topic_score_gemma":0.0219857,"domain_scores_codex":[0.994673,0.001644571,0.0006233411,0.001202985,0.0008158226,0.001040329],"domain_scores_gemma":[0.9941497,0.002406268,0.0007650554,0.001908586,0.0001981809,0.0005722046],"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":[0.0000233648,0.0002541039,0.002687251,0.0000544751,0.00005575043,0.0001052113,0.0007462413,4.075625e-7,0.000001176232,0.0005379695,0.9953808,0.0001533043],"study_design_scores_gemma":[0.0004734237,0.00009303101,0.009696925,0.00006014539,0.0001383255,0.000006772162,0.00268835,0.000001545117,3.0108e-7,0.0001476866,0.9860827,0.0006107359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002286604,0.0001759908,0.000005814301,0.001901815,0.002614605,0.0008550088,0.9900619,0.0001255477,0.001972718],"genre_scores_gemma":[0.001507425,0.001150792,0.0006733631,0.001325501,0.006099411,0.0002842831,0.9880537,0.00002290744,0.0008826089],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02088611,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2329127525977666,"score_gpt":0.4840578810416286,"score_spread":0.2511451284438619,"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."}}