{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007735732,0.001671887,0.0008881408,0.002775601,0.001054747,0.001621665,0.002322027,0.001369209,0.0229499],"category_scores_gemma":[0.003139557,0.0004671207,0.0006809842,0.005507098,0.0003840923,0.001020288,0.001321314,0.001365697,0.04170629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002566352,"about_ca_system_score_gemma":0.003634253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1864772,"about_ca_topic_score_gemma":0.3083461,"domain_scores_codex":[0.9991399,0.00007527186,0.00006850922,0.0002588017,0.0003033838,0.0001540903],"domain_scores_gemma":[0.9981028,0.000224398,0.0001175928,0.0003996414,0.0009520916,0.0002035232],"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":[0.00005043028,0.00001772134,0.001733624,0.0002910424,0.00001720759,0.00003599834,0.00003148601,0.0004380493,0.0002262634,0.0004557643,0.9946127,0.002089668],"study_design_scores_gemma":[0.00007471483,0.00001145693,0.008671537,0.0001612453,0.00001439108,0.00003732784,0.0001640742,0.0007011242,0.0004884566,0.0007403667,0.988907,0.00002831072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000230658,0.0000308145,0.00005474921,0.00004597573,0.00001446473,0.00000666917,0.9985377,0.000222362,0.0008566101],"genre_scores_gemma":[0.0004953009,0.00002460987,0.0001858044,0.00001737031,0.000002357309,0.00002588636,0.9986418,0.00003559646,0.0005712454],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8135228,"threshold_uncertainty_score":0.3707835,"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."}}