{"id":"W6969195716","doi":"10.5683/sp3/sivugu","title":"Bay Bulls 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 forest; Kelp; Distribution (mathematics); Aerial survey","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":[0.001084923,0.001059355,0.000975738,0.002587953,0.0007776212,0.001533453,0.001651328,0.001089446,0.07740177],"category_scores_gemma":[0.004115509,0.0006564964,0.0005990912,0.005214661,0.0001899058,0.0006953497,0.001198009,0.001140299,0.05180239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162796,"about_ca_system_score_gemma":0.001880942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1257564,"about_ca_topic_score_gemma":0.2163666,"domain_scores_codex":[0.9992746,0.00008424152,0.0001008482,0.0002165335,0.0001949643,0.000128732],"domain_scores_gemma":[0.9978279,0.0003340091,0.0004036477,0.0003276673,0.0008670266,0.0002397237],"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":[0.00005683084,0.00001630439,0.005383287,0.0003156394,0.00003452323,0.00003285373,0.00004732277,0.0001021527,0.00008346583,0.0003281026,0.9905844,0.003015147],"study_design_scores_gemma":[0.0001915158,0.00002538408,0.03713204,0.0002862763,0.00005283025,0.00007123237,0.0002628483,0.0002227899,0.0001891274,0.0005758929,0.9609656,0.00002447142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004362001,0.00006251618,0.00005499519,0.00004719167,0.00001875341,0.00001570241,0.9983735,0.00006943622,0.0009216412],"genre_scores_gemma":[0.0009025935,0.00005417683,0.0002567144,0.00005597613,0.000008526085,0.00009562711,0.9965788,0.00003389049,0.002013825],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1257564,"threshold_uncertainty_score":0.2589347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406039429668374,"score_gpt":0.2888241168145462,"score_spread":0.2647637225178625,"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."}}