{"id":"W6959146065","doi":"10.7266/n7vh5kvg","title":"CTD profile data of the Mississippi Bight, Mobile Bay and Western Florida Shelf off the R/V Point Sur during late October and early November 2015","year":2015,"lang":"en","type":"dataset","venue":"GRIIDC","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"CTD; Bay; West coast; Nova scotia; Cape","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":[],"consensus_categories":[],"category_scores_codex":[0.001277379,0.0003764227,0.000521313,0.00007487898,0.0002258781,0.0002537481,0.002798301,0.0002696979,0.00003306364],"category_scores_gemma":[0.0001040006,0.0001899682,0.00007182008,0.0003000126,0.0002566084,0.0007933919,0.003819734,0.0004927979,0.00004900554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004024363,"about_ca_system_score_gemma":0.0002450642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007784142,"about_ca_topic_score_gemma":0.0003789488,"domain_scores_codex":[0.9973685,0.0001858423,0.0005621531,0.0008601248,0.0006414339,0.0003819248],"domain_scores_gemma":[0.9949582,0.0001594612,0.0003942615,0.004138178,0.0001931732,0.000156689],"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":[0.00001933003,0.00005611529,0.01788033,0.0005921989,0.00007744073,0.000008004195,0.0005151112,0.000008542073,0.00002031159,0.000001241292,0.9797602,0.001061163],"study_design_scores_gemma":[0.0006901835,0.00009209749,0.1376789,0.0003809085,0.00008221164,0.00009069488,0.00002692752,0.0004456565,0.0001462932,0.00003363778,0.859883,0.0004495239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4636102,0.004065978,0.00004365547,0.0005844852,0.002591124,0.001527661,0.5274301,0.00009591172,0.0000508493],"genre_scores_gemma":[0.3094416,0.007287336,0.00281838,0.001844352,0.007737329,0.001511346,0.6498995,0.0004938288,0.01896626],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1541686,"threshold_uncertainty_score":0.7746679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02085697590766385,"score_gpt":0.2554395423819975,"score_spread":0.2345825664743336,"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."}}