{"id":"W2095535342","doi":"10.3354/ab00569","title":"Selective settlement by larvae of Membranipora membranacea and Electra pilosa (Ectoprocta) along kelp blades in Nova Scotia, Canada","year":2014,"lang":"en","type":"article","venue":"Aquatic Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Universities Space Research Association","keywords":"Biology; Kelp forest; Kelp; Bryozoa; Nova scotia; Ecology; Saccharina; Fishery; Laminaria; Oceanography; Algae; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003590712,0.0001592879,0.0003519457,0.00007471464,0.00003511443,0.000007173019,0.0001540822,0.0001108749,0.0005167249],"category_scores_gemma":[0.0000952919,0.0001273744,0.00002041062,0.000188195,0.0001236404,0.00004404517,0.00002691384,0.0001578388,0.00001363659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000075148,"about_ca_system_score_gemma":0.0001751161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9432588,"about_ca_topic_score_gemma":0.9933496,"domain_scores_codex":[0.9986788,0.0002065677,0.0003323964,0.000312675,0.00009096827,0.0003785901],"domain_scores_gemma":[0.9992169,0.0004515708,0.0001196225,0.000114589,0.000018672,0.00007865776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007944702,0.00002111644,0.9424037,0.00005029899,0.00005749922,0.000004972931,0.00008118365,0.00002318443,0.0055339,0.0003263456,0.001418493,0.04999981],"study_design_scores_gemma":[0.005192812,0.006239927,0.8456198,0.0001148295,0.0001568391,0.0002218817,0.0008139342,0.03930482,0.04850182,0.01705359,0.03476163,0.002018097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906348,0.0004135518,0.00009610294,0.0006539064,0.0001228361,0.0001992164,0.0001788769,0.000009649735,0.00769109],"genre_scores_gemma":[0.9986707,0.00004529072,0.0001111819,0.0005897077,0.00003139327,0.000001007093,0.0004403378,0.000002895441,0.0001075078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09678392,"threshold_uncertainty_score":0.5657776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007028194398219153,"score_gpt":0.1910907434729745,"score_spread":0.1840625490747554,"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."}}