{"id":"W6907228932","doi":"10.21233/ajdn-hf16","title":"Lake Manitoba/Balsam Bay ostracode surface sample dataset","year":2018,"lang":"en","type":"dataset","venue":"Neotoma Paleoecological Database","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paleoecology; Bay; Sample (material); Biogeosciences; Hydrology (agriculture)","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002783315,0.002786326,0.002728903,0.0005329241,0.0009609108,0.0006700781,0.006085591,0.002449709,0.09120474],"category_scores_gemma":[0.006350357,0.002428574,0.000507388,0.001267083,0.001989906,0.001016152,0.004474731,0.003595356,0.1541701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005286647,"about_ca_system_score_gemma":0.0006179656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986903,"about_ca_topic_score_gemma":0.3231591,"domain_scores_codex":[0.9852274,0.001845685,0.002368147,0.004564179,0.00253434,0.003460267],"domain_scores_gemma":[0.9833345,0.0042513,0.001604276,0.008566466,0.0004262212,0.001817262],"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":[0.0008520737,0.002071523,0.001251808,0.0003942726,0.0003119356,0.003790446,0.000002959637,0.00001584058,0.0002379035,0.00001178445,0.990979,0.00008041671],"study_design_scores_gemma":[0.001983014,0.001044742,0.007398384,0.0001867892,0.0008324179,0.0002961805,0.00003917887,0.00005528864,0.00007000445,0.00007508836,0.9851837,0.002835221],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.006057731,0.0002044094,0.0000278372,0.00008626832,0.002232145,0.003202801,0.9871185,0.0009523429,0.0001179775],"genre_scores_gemma":[0.0000707061,0.0004535661,0.005407342,0.002065117,0.002263773,0.0004220869,0.9889539,0.0003075806,0.00005588569],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3211722,"threshold_uncertainty_score":0.999292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577166984365422,"score_gpt":0.3126496723621249,"score_spread":0.2668780025184707,"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."}}