{"id":"W6913194809","doi":"10.5683/sp3/xaag3n","title":"Green Island Cove 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":"Cove; Distribution (mathematics); Aerial survey; Kelp; Statistical analysis","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":[0.001052994,0.001585383,0.001292542,0.003204217,0.0007652894,0.001865426,0.002126776,0.001103392,0.06782159],"category_scores_gemma":[0.004383822,0.0006452122,0.0005349664,0.008455507,0.0003190144,0.0007947626,0.001466536,0.001235083,0.06118728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537362,"about_ca_system_score_gemma":0.002919162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2162141,"about_ca_topic_score_gemma":0.3318811,"domain_scores_codex":[0.9992804,0.00011067,0.00007474562,0.0002269613,0.0001706702,0.0001366092],"domain_scores_gemma":[0.9977561,0.0003800872,0.0002777039,0.0003978037,0.0008817345,0.0003066097],"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":[0.00003409571,0.000009653377,0.001438534,0.0002536727,0.00001480469,0.00001917072,0.00002149981,0.0001227453,0.00004503218,0.0002319408,0.9962304,0.001578384],"study_design_scores_gemma":[0.0001323524,0.0000146858,0.01458346,0.0002868756,0.00001643909,0.0000300766,0.0001605814,0.0003028768,0.0001415351,0.0006288467,0.9836744,0.00002791945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001271004,0.00002626279,0.0000323267,0.000024496,0.00001306492,0.000009321409,0.9990078,0.00006678222,0.000693047],"genre_scores_gemma":[0.0003963217,0.00003049688,0.0001920836,0.00003118554,0.00000489907,0.00006896187,0.9982573,0.00004031354,0.0009783797],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7837859,"threshold_uncertainty_score":0.4299111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334280859034121,"score_gpt":0.2830667825351224,"score_spread":0.2597239739447812,"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."}}