{"id":"W7014676861","doi":"","title":"Population and Seascape Genomics of the Deep-sea Octocoral Acanella arbuscula","year":2023,"lang":"en","type":"dissertation","venue":"Open Access at Essex (University of Essex)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coral; Invertebrate; Fishing; Population; Habitat; Seascape; Seagrass; Coral reef; Marine reserve","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":[0.00009445297,0.000145541,0.0001089895,0.0004611971,0.0002362858,0.000332262,0.0001311974,0.0002027792,0.001514772],"category_scores_gemma":[0.000333004,0.00008086555,0.0002008004,0.0004636799,0.0001237497,0.0001925592,0.0002668755,0.0003568781,0.0002992957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192745,"about_ca_system_score_gemma":0.0001286029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480552,"about_ca_topic_score_gemma":0.02364967,"domain_scores_codex":[0.999915,0.000008307784,0.000003475673,0.00003783172,0.00001396793,0.00002150047],"domain_scores_gemma":[0.9997625,0.00002896399,0.00009218616,0.00001458801,0.00004327305,0.00005856776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002553635,0.0001034569,0.8960011,0.00004204428,0.000104523,0.0001661836,0.001317983,0.0002566455,0.0851071,0.0002255418,0.0007553941,0.01566478],"study_design_scores_gemma":[0.000001795681,0.0000350199,0.9988839,0.000003140129,0.000008761875,0.00006456109,0.0002744083,0.0001492366,0.0002064342,0.00001955836,0.0003501216,0.000003180612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998852,0.00003409567,0.00006147489,0.00001771897,0.000002077892,0.000001683682,0.0006335198,0.000002891594,0.0003944837],"genre_scores_gemma":[0.9976803,0.00005514759,0.0002247617,0.00005379694,0.000003485438,0.00001200918,0.001147778,0.000008275314,0.0008144039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480552,"threshold_uncertainty_score":0.02943867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235321725422706,"score_gpt":0.270990071836691,"score_spread":0.2474578992944204,"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."}}