{"id":"W6929635470","doi":"10.5061/dryad.dz08kprt4","title":"Cold-water coral assemblages on vertical walls: distribution patterns from the Northeast Atlantic","year":2019,"lang":"en","type":"dataset","venue":"DRYAD","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transect; Coral; Bottom trawling; Habitat; Niche; Trawling; Bathymetry; Intertidal ecology; Horizontal and vertical","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":[0.0002206143,0.0001467447,0.000187263,0.000862836,0.0004429104,0.0005098468,0.0002358424,0.0002259289,0.001059166],"category_scores_gemma":[0.000459602,0.0000983902,0.0002250671,0.0008847117,0.0003775517,0.0002261707,0.0008056842,0.0001312078,0.000165808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004714498,"about_ca_system_score_gemma":0.0004952432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0911018,"about_ca_topic_score_gemma":0.2900327,"domain_scores_codex":[0.9998466,0.00001121546,0.0000136438,0.00005153452,0.00003654774,0.00004041424],"domain_scores_gemma":[0.9996002,0.0000370678,0.0001696839,0.000024151,0.00008805771,0.00008078504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004621839,0.000005517642,0.9909983,0.00002389593,0.00002094,0.00006663419,0.0008925109,0.00004031767,0.002413726,0.00002509005,0.0001147768,0.005352092],"study_design_scores_gemma":[5.155894e-7,0.00000574758,0.999184,0.000007203789,0.000004291577,0.00002326975,0.0004938122,0.00003337721,0.00003277215,0.000004886922,0.0002086404,0.000001463437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9987533,0.0001083442,0.00007207791,0.00001709989,0.000002094218,0.000003035598,0.0004533788,0.000002476003,0.000588213],"genre_scores_gemma":[0.9985064,0.0001293812,0.0001876378,0.0000174147,0.000003266437,0.000006133238,0.0008384851,0.000003880026,0.0003074146],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.0911018,"threshold_uncertainty_score":0.181143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244576357790168,"score_gpt":0.2155056031157006,"score_spread":0.203059839537799,"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."}}