{"id":"W6927614307","doi":"10.34943/1b990510-f667-4371-9e84-f9d48bcdae77","title":"Cascadia Seaweed Burrough Point Farm Turbidity Meter Deployed 2022-03-08","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Turbidity; Metre; Turbidite; Detector; Algae; Fluorometer; Point (geometry)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001604497,0.0007632714,0.0009508446,0.00005201769,0.0009733957,0.0004039335,0.00185907,0.0005110099,0.02140544],"category_scores_gemma":[0.00008270442,0.0007218102,0.0005974985,0.0006777821,0.0002509789,0.0001580563,0.001231209,0.002127306,0.00001426487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789198,"about_ca_system_score_gemma":0.00318614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.80957,"about_ca_topic_score_gemma":0.676725,"domain_scores_codex":[0.9935757,0.0004488104,0.0007087514,0.001312144,0.002131872,0.001822753],"domain_scores_gemma":[0.9968892,0.000389869,0.0003985644,0.001460919,0.0001550242,0.0007064134],"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":[0.00002286301,0.00006587705,0.00001592311,0.0001357734,0.0001499352,0.0002319215,0.00003636161,0.001169057,0.0000512889,0.000007304447,0.9978563,0.0002574394],"study_design_scores_gemma":[0.000469147,0.00006027084,0.00004649532,0.00003597341,0.0001299262,0.00002695852,0.0002117592,0.0008977581,0.00008189928,0.0000161947,0.9972048,0.0008188031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002943245,0.001860866,0.000018827,0.0004309742,0.003756745,0.0006530616,0.9901479,0.0001080316,0.00008036668],"genre_scores_gemma":[0.001219039,0.001765952,0.0001348792,0.003624155,0.001554536,0.00007435998,0.9894953,0.0001458648,0.001985883],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.132845,"threshold_uncertainty_score":0.9995233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203264342705719,"score_gpt":0.2374808905134633,"score_spread":0.2254482470864061,"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."}}