{"id":"W7106791221","doi":"10.34943/21f24cbc-7669-4092-8ed8-534a60bf9ca2","title":"Livingston Island Oxygen Sensor Deployed 2024-02-23","year":2024,"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; Optode; Measure (data warehouse); Oxygen sensor; Software deployment","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":[0.0004627447,0.001573418,0.000916095,0.001535019,0.000892394,0.000984731,0.002736422,0.001170796,0.01345921],"category_scores_gemma":[0.001563546,0.0003711103,0.0004945198,0.002936511,0.0004182357,0.0008831132,0.001103737,0.001179163,0.02221948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395486,"about_ca_system_score_gemma":0.003382044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4149038,"about_ca_topic_score_gemma":0.5818243,"domain_scores_codex":[0.9994926,0.00003987462,0.00002730428,0.0001250969,0.0002126329,0.0001023578],"domain_scores_gemma":[0.9991336,0.00005519866,0.00003644548,0.0001593617,0.0004945624,0.0001208975],"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":[0.00006391008,0.00002924973,0.001385436,0.0001564267,0.00001674736,0.00004490726,0.00002362707,0.0009068571,0.0002657927,0.0003216807,0.9933057,0.003479524],"study_design_scores_gemma":[0.0001836705,0.00003106362,0.0151489,0.0001674227,0.00002195702,0.00007774453,0.0002384454,0.005160724,0.001346417,0.001223936,0.9763317,0.00006790421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001369537,0.00006556911,0.0002220717,0.0001418771,0.00005374119,0.00003259453,0.9943176,0.000964244,0.002832673],"genre_scores_gemma":[0.001498213,0.00002953628,0.000451161,0.00003204705,0.000005596895,0.00003870533,0.9966672,0.00005498829,0.001222524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4149038,"threshold_uncertainty_score":0.8249776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006198921199091252,"score_gpt":0.208907603079154,"score_spread":0.2027086818800627,"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."}}