{"id":"W7125613961","doi":"10.34943/a7079d56-57d1-4441-855a-db73dcb72305","title":"Mantis Oxygen Sensor Deployed 2025-03-18","year":2025,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oxygen; Measure (data warehouse); Oxygen sensor; Software deployment; Mantis; Mobile device","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":[0.0005833894,0.001673151,0.000829279,0.001643324,0.0007028,0.0009811649,0.002229247,0.001175377,0.01411228],"category_scores_gemma":[0.001943191,0.0003487994,0.0005719014,0.003125857,0.0003556538,0.001004669,0.001003007,0.001033169,0.02870569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583937,"about_ca_system_score_gemma":0.002379217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1611397,"about_ca_topic_score_gemma":0.2701199,"domain_scores_codex":[0.9993553,0.00005924117,0.00005060666,0.0001768905,0.0002397989,0.0001181585],"domain_scores_gemma":[0.9992969,0.00005934656,0.00004682814,0.0001610237,0.0003367028,0.0000991853],"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":[0.00005860419,0.00002437664,0.001153514,0.0001692736,0.00001495113,0.00002870367,0.0000163076,0.0005269209,0.0002110589,0.0003203364,0.9944944,0.002981429],"study_design_scores_gemma":[0.0001591647,0.00003439655,0.01169958,0.0001784656,0.00002330254,0.00009445382,0.0001654747,0.002562197,0.0009113598,0.001081489,0.9830473,0.00004279365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007614657,0.0000697165,0.0001329579,0.0001018772,0.00004898222,0.00002165933,0.9964815,0.0006257347,0.001756155],"genre_scores_gemma":[0.0009876543,0.00002686465,0.0002538671,0.00003592043,0.000006229761,0.00002672172,0.9979414,0.00003158729,0.0006897273],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1611397,"threshold_uncertainty_score":0.3204035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985187834478505,"score_gpt":0.2302907257294514,"score_spread":0.2204388473846663,"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."}}