{"id":"W6969152045","doi":"10.5683/sp3/dqcuzv","title":"Witless Bay 2021","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bay; Kelp; Kelp forest; Distribution (mathematics); Estuary","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009130895,0.001493152,0.001132077,0.003041355,0.0005508557,0.0016913,0.00225859,0.001229751,0.059236],"category_scores_gemma":[0.004246575,0.0006353705,0.000617446,0.00622684,0.000293828,0.001006429,0.001445948,0.001197128,0.07140823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117212,"about_ca_system_score_gemma":0.001773169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07522566,"about_ca_topic_score_gemma":0.1398271,"domain_scores_codex":[0.9993862,0.00009036824,0.00006780717,0.0001994584,0.000149716,0.000106432],"domain_scores_gemma":[0.9984918,0.0002939777,0.0002228555,0.0003424293,0.0004629288,0.0001861227],"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":[0.00006329389,0.00001511643,0.002047629,0.0004935498,0.0000271842,0.00003025548,0.00004172872,0.0002578304,0.0001348512,0.0004167475,0.9936091,0.002862852],"study_design_scores_gemma":[0.0001621089,0.00002251059,0.0114059,0.0002596257,0.00002919887,0.00004413416,0.0001725985,0.0004148238,0.0002589285,0.000999579,0.9861993,0.00003124287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001509613,0.0000243419,0.00005253099,0.00002275823,0.0000116341,0.000006846189,0.998975,0.0001221077,0.0006339112],"genre_scores_gemma":[0.0003789825,0.00002246049,0.0002054631,0.0000205978,0.000003022261,0.00003958718,0.9986483,0.00003757573,0.0006439814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9247743,"threshold_uncertainty_score":0.1981642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670487617930872,"score_gpt":0.2933072561267082,"score_spread":0.2666023799473995,"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."}}