{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004558203,0.001422772,0.0006046287,0.003645178,0.0004712469,0.0007394968,0.00122329,0.001220817,0.008810485],"category_scores_gemma":[0.002354389,0.0003818952,0.0008399104,0.004870904,0.0002905639,0.0005620975,0.0009709796,0.0007606891,0.01424082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001228633,"about_ca_system_score_gemma":0.001885717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1585486,"about_ca_topic_score_gemma":0.2663596,"domain_scores_codex":[0.9995273,0.00003034284,0.00003969089,0.0001129209,0.0002007821,0.00008893693],"domain_scores_gemma":[0.9988662,0.0001202984,0.0001425574,0.0001887543,0.000576587,0.000105715],"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":[0.0001481415,0.0000588107,0.01516578,0.0004833617,0.00008638943,0.0001170998,0.00008378926,0.002557903,0.0005728294,0.0003915508,0.9705906,0.009743734],"study_design_scores_gemma":[0.0001337636,0.00003387493,0.13395,0.0003494131,0.00008223877,0.0002138319,0.0003517037,0.003341447,0.001297379,0.0008671805,0.8593026,0.00007661725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002151347,0.00009948968,0.000110229,0.00005579242,0.00001697959,0.000008553638,0.9966433,0.0002590369,0.0006552382],"genre_scores_gemma":[0.002987992,0.00006296206,0.0002352551,0.00002330721,0.000006510933,0.00002637034,0.9958643,0.00003037926,0.0007629048],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1585486,"threshold_uncertainty_score":0.3152515,"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."}}