{"id":"W6950521789","doi":"10.5683/sp3/g001bu","title":"TIMS-TOF and fluorescence dataset based on the DOM incubations in the Arctic Ocean","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Arctic; The arctic; Fluorescence; Carbon flux; Seawater; Dissolved organic carbon","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005416126,0.0001478502,0.000127732,0.00004901755,0.0001927272,0.0002879225,0.0008384531,0.00003368966,0.00102747],"category_scores_gemma":[0.00001917024,0.00008694756,0.00001797272,0.0002365115,0.00006094632,0.0001001043,0.0001851432,0.0002422878,0.00172348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001151311,"about_ca_system_score_gemma":0.00009323227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007861626,"about_ca_topic_score_gemma":0.0002698099,"domain_scores_codex":[0.9991554,0.00009431549,0.0001687542,0.0002337984,0.0001680419,0.00017969],"domain_scores_gemma":[0.9989967,0.0003502045,0.00008229967,0.0005300298,0.00001113605,0.00002962534],"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":[0.00001276501,0.00004769974,0.0008528579,0.000005692229,0.00001183157,0.000003071475,0.00008612376,0.00001493823,0.000001874247,0.000006230056,0.994485,0.004471908],"study_design_scores_gemma":[0.0002970511,0.00002516933,0.005354329,0.00009492622,0.00002350291,2.490082e-7,0.0001282012,0.00119657,0.00006203538,0.0000442881,0.9926146,0.000159051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01942645,0.000002786248,9.701509e-7,0.0005189698,0.0000664,0.0004387403,0.9793578,5.261247e-7,0.0001873769],"genre_scores_gemma":[0.03905705,0.000004245258,0.00004198822,0.0001244503,0.00007809374,0.00004864605,0.9605626,0.000006769613,0.00007614421],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0196306,"threshold_uncertainty_score":0.9998857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270193190816739,"score_gpt":0.3030897726973161,"score_spread":0.2603878407891487,"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."}}