{"id":"W5299806","doi":"10.1007/3-540-27673-4_44","title":"Distribution and diversity of species associated with deep-sea gorgonian corals off Atlantic Canada","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":177,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gorgonian; Fauna; Coral; Species richness; Biology; Ecology; Abundance (ecology)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001707886,0.000143258,0.0002903615,0.00003245517,0.0002282126,0.000007998632,0.000139458,0.0002224558,0.01225309],"category_scores_gemma":[0.00003617628,0.000103894,0.00002423948,0.00002409939,0.0003073439,0.00003955255,0.00006739967,0.0002159937,0.00001717127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000234319,"about_ca_system_score_gemma":0.0002172449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4260366,"about_ca_topic_score_gemma":0.9947557,"domain_scores_codex":[0.9992133,0.00002983699,0.0001358555,0.0002043628,0.0001876252,0.0002290534],"domain_scores_gemma":[0.9994236,0.0001964655,0.00011109,0.00009593052,0.00007246732,0.0001004111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005607717,0.000003274516,0.9945426,0.00001030715,0.00009598562,0.00002838397,0.000005868946,0.000005667262,4.410767e-8,0.0007750966,0.003001135,0.00147556],"study_design_scores_gemma":[0.0001560189,0.0001476628,0.9789693,0.00001680335,0.00003835206,0.000008041319,0.000009223331,0.000135703,9.742135e-7,0.0001632966,0.02022219,0.0001324296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4132511,0.0004363472,0.000003713048,0.0003938707,0.0001115301,0.000240307,0.001131524,0.0000197949,0.5844117],"genre_scores_gemma":[0.7829737,0.0002822795,0.000004854044,0.00005228838,0.00003267693,9.301937e-8,0.00275197,0.000001613624,0.2139005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5687191,"threshold_uncertainty_score":0.9886498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613994899375729,"score_gpt":0.1790524485297486,"score_spread":0.1629124995359913,"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."}}