{"id":"W6890365334","doi":"10.34943/7f13960c-3364-4293-a6e5-69889b194d83","title":"Saanich Inlet Sill Oxygen Sensor Deployed 2012-02-26","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":"Sill; Inlet; Oxygen; Hydrology (agriculture); Estuary; Limiting oxygen concentration; Feature (linguistics); Oxygen sensor","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":[0.001452118,0.002033373,0.002043471,0.0000918676,0.0008520597,0.0002963681,0.00247839,0.002240107,0.0005207453],"category_scores_gemma":[0.0001626449,0.002138686,0.001072941,0.001158947,0.0004125955,0.0002538306,0.0007112941,0.003841399,0.0002373724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354559,"about_ca_system_score_gemma":0.003582401,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6225228,"about_ca_topic_score_gemma":0.9543554,"domain_scores_codex":[0.990379,0.0006812462,0.001439174,0.002087616,0.00238196,0.003030991],"domain_scores_gemma":[0.9925529,0.0006950899,0.001377673,0.003490896,0.0004611658,0.001422275],"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":[0.00004395996,0.00005815332,0.0001086222,0.000217657,0.001124326,0.0001134398,0.0000337076,0.00744569,0.00000239148,0.000003334434,0.9907376,0.0001110984],"study_design_scores_gemma":[0.001077655,0.00005976064,0.0002139163,0.0001795986,0.0008029673,0.00006050763,0.0001138639,0.006556562,0.000001990294,0.000007868236,0.9886777,0.002247593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001884371,0.002368361,0.0001222872,0.0003477023,0.00303833,0.001069635,0.9922154,0.000614692,0.00003515381],"genre_scores_gemma":[0.0006768283,0.0008124842,0.0003860255,0.008546039,0.005163339,0.00002947765,0.9821749,0.001105401,0.001105488],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3318326,"threshold_uncertainty_score":0.9992409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007414687912111235,"score_gpt":0.2058607842263821,"score_spread":0.1984460963142708,"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."}}