{"id":"W6927669400","doi":"10.34943/3c374d6d-a870-48e1-9889-93344357bb05","title":"Cambridge Bay Radiometer Deployed 2024-08-29","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":"Bay; Radiometer; Irradiance; Radiometry; Software deployment; Microwave radiometer","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":[0.0006941225,0.001316387,0.000819392,0.002105471,0.0007850493,0.001350775,0.002097021,0.001101607,0.02373869],"category_scores_gemma":[0.003223621,0.0004201556,0.0004300289,0.004817972,0.0003616976,0.0008667099,0.00108983,0.001057934,0.04064303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002880336,"about_ca_system_score_gemma":0.004267169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3942565,"about_ca_topic_score_gemma":0.4876959,"domain_scores_codex":[0.9991384,0.00006970866,0.00006299419,0.0002152562,0.0003507457,0.0001629022],"domain_scores_gemma":[0.9979553,0.00012609,0.0001030905,0.0003397647,0.001310384,0.0001652072],"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":[0.00004182523,0.00001474701,0.001616779,0.0000875876,0.00001122783,0.00002091312,0.00001650862,0.0003781396,0.0001367481,0.0003123084,0.9953091,0.002054215],"study_design_scores_gemma":[0.0001000993,0.00001261407,0.01384863,0.0001148335,0.00001269703,0.00003112237,0.0001379829,0.001094997,0.0005634566,0.0004664224,0.9835814,0.00003564076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005087592,0.00003437122,0.00008624555,0.00006863818,0.00003056258,0.00001591881,0.9974233,0.0002733084,0.001558925],"genre_scores_gemma":[0.0009265341,0.00002205799,0.0002143517,0.00003172709,0.000006139723,0.00003722082,0.9974585,0.00004563188,0.001257874],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6057435,"threshold_uncertainty_score":0.7839233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007373625289505578,"score_gpt":0.2142444693426672,"score_spread":0.2068708440531617,"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."}}