{"id":"W6888454278","doi":"10.18739/a2k06x307","title":"Surface sediment samples collected from the Canadian Coast Guard Ship (CCGS) Sir Wilfrid Laurier 2023, Northern Bering Sea to Chukchi Sea.","year":2024,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Arctic ice pack; Arctic; Drift ice; Cryosphere; Antarctic sea ice; Sediment; Coast guard; Plankton","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001237467,0.002107995,0.001724636,0.000752744,0.001417704,0.001621044,0.003479868,0.001113171,0.005438697],"category_scores_gemma":[0.0006048919,0.001818589,0.0005145336,0.003157666,0.000343827,0.0002304146,0.001304452,0.002898375,0.09292176],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004585606,"about_ca_system_score_gemma":0.006027881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9141611,"about_ca_topic_score_gemma":0.998056,"domain_scores_codex":[0.9900107,0.0008311769,0.001361971,0.002699309,0.002357917,0.002738962],"domain_scores_gemma":[0.9922124,0.0009656881,0.0004297673,0.00391065,0.0004125235,0.002068941],"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":[0.0002187718,0.00009168472,0.005935621,0.0001452649,0.001454327,0.0007238205,0.0009124552,0.0009297701,0.0002220584,0.000002282285,0.9892958,0.00006810738],"study_design_scores_gemma":[0.0007141265,0.0001197086,0.009021264,0.0009069698,0.001141181,0.00004170442,0.0005411036,0.0002233131,0.0001441364,0.00003553578,0.9850522,0.002058806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.06305482,0.003038929,0.000001297113,0.001757543,0.002544181,0.002798899,0.9258237,0.0004432226,0.0005373423],"genre_scores_gemma":[0.006174817,0.0001578435,0.0001888176,0.002484551,0.001933536,0.000270358,0.986901,0.0008224068,0.001066621],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08748306,"threshold_uncertainty_score":0.9998823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535552137485429,"score_gpt":0.2567880842618944,"score_spread":0.2314325628870401,"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."}}