{"id":"W6890193934","doi":"10.34943/26981d1e-6c70-4f98-8c25-a6060fa0d93d","title":"Barkley Upper Slope Nitrate sensor Deployed 2014-05-03","year":2014,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nitrate; Software deployment; Profiling (computer programming); New england; Measure (data warehouse)","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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00151421,0.002133982,0.001991705,0.00009821424,0.0009952495,0.0004309118,0.002242013,0.002033188,0.0008603255],"category_scores_gemma":[0.0001318693,0.002168641,0.001194283,0.0009336288,0.0005035788,0.0002402475,0.0005214738,0.004073597,0.0003986342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002700433,"about_ca_system_score_gemma":0.004131709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.593061,"about_ca_topic_score_gemma":0.8189247,"domain_scores_codex":[0.9903122,0.0007951356,0.001415499,0.002163122,0.002221205,0.003092884],"domain_scores_gemma":[0.9928858,0.0006255891,0.001198269,0.003263366,0.0005126257,0.001514308],"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":[0.00005801277,0.00006392683,0.0001803199,0.000217478,0.001062038,0.0001675175,0.00002173578,0.008082748,0.00000291187,0.000004394239,0.9900767,0.00006224428],"study_design_scores_gemma":[0.001138401,0.0000572805,0.0001788875,0.0002128708,0.0008000904,0.00008002533,0.0001327229,0.006740763,0.00000370916,0.000009701098,0.988306,0.002339514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002141539,0.001673972,0.00007762385,0.0003087531,0.003812455,0.001022053,0.9923878,0.0004063297,0.00009683861],"genre_scores_gemma":[0.0005171911,0.001325544,0.000490485,0.009552642,0.00421774,0.00003127012,0.9816064,0.0008646623,0.001394109],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2258637,"threshold_uncertainty_score":0.9992624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006446184222526845,"score_gpt":0.2040238844669699,"score_spread":0.197577700244443,"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."}}