{"id":"W6946563851","doi":"10.34943/5ae6fcd6-e206-4769-9a8a-9a7120cbd620","title":"Cascadia Seaweed Cormorant Farm Fluorometer Deployed 2023-04-30","year":2023,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cormorant; Fluorometer; Inlet; Estuary; Algae; Triode","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":[0.000773606,0.001387844,0.0008502703,0.00204874,0.0008672151,0.001360471,0.001958668,0.001195396,0.02253479],"category_scores_gemma":[0.002469787,0.0004078562,0.0006926955,0.004658554,0.0003083537,0.0008625778,0.0009705432,0.001248519,0.03465265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009565,"about_ca_system_score_gemma":0.002874286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1380938,"about_ca_topic_score_gemma":0.2041836,"domain_scores_codex":[0.9992775,0.00007839582,0.00005294201,0.0002484813,0.0002242703,0.0001183816],"domain_scores_gemma":[0.9984984,0.0001785684,0.00011383,0.000331434,0.0007338368,0.0001439201],"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":[0.0000750384,0.00002341685,0.002856899,0.0003676053,0.00002891882,0.00003515624,0.00002910574,0.0006264532,0.0003449001,0.0005474511,0.9925306,0.002534341],"study_design_scores_gemma":[0.0001088538,0.00001412677,0.01269506,0.0001349479,0.0000224693,0.00003518159,0.0001142401,0.0009024456,0.0007610818,0.0008916729,0.9842864,0.00003345459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000309335,0.0000334123,0.00007260215,0.00004529526,0.00001268846,0.000007191918,0.9984236,0.0002370922,0.0008587319],"genre_scores_gemma":[0.0008503333,0.00002962741,0.0002790035,0.00002484427,0.000003745868,0.00003711145,0.9980039,0.00005026133,0.0007211893],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1380938,"threshold_uncertainty_score":0.2745801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241118917636407,"score_gpt":0.2280553183189336,"score_spread":0.2156441291425696,"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."}}