{"id":"W2120908097","doi":"10.3354/ab00419","title":"Relative importance of kelps and fucoids as substrata of the invasive epiphytic bryozoan Membranipora membranacea in Nova Scotia, Canada","year":2012,"lang":"en","type":"article","venue":"Aquatic Biology","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Killam Trusts; Army Research Office; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; University of Cambridge; Massachusetts Institute of Technology","keywords":"Biology; Kelp; Population; Ecology; Bryozoa; Epiphyte; Biological dispersal; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002839286,0.0003164457,0.0002822608,0.001563369,0.001649714,0.001051066,0.0005214578,0.0002407758,0.0008473623],"category_scores_gemma":[0.0006431218,0.0003219914,0.0002710437,0.001174772,0.0007012546,0.0002167928,0.0007601713,0.0003257543,0.0001113297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036221,"about_ca_system_score_gemma":0.008715877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852883,"about_ca_topic_score_gemma":0.9972946,"domain_scores_codex":[0.9996961,0.00001619679,0.00002009312,0.00007671311,0.00008104622,0.0001097462],"domain_scores_gemma":[0.9987423,0.00006054108,0.0002788544,0.00002863863,0.0004243854,0.0004654348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001148763,0.00001379904,0.9909213,0.00004194023,0.00004797085,0.0001879238,0.0007779991,0.0001825773,0.003474222,0.0000551142,0.0002834174,0.003899064],"study_design_scores_gemma":[0.000001855955,0.000004703142,0.9992868,0.000006758807,0.000005272541,0.00002429193,0.0003901007,0.00006251611,0.0000502366,0.000002462307,0.0001627073,0.00000215954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974293,0.0003951607,0.00004111038,0.00004970178,0.000005138065,0.00001576501,0.000680115,0.000004055073,0.001379689],"genre_scores_gemma":[0.9984058,0.0002629114,0.0001535857,0.00003139777,0.000001655511,0.00000598925,0.0003596413,0.000002172297,0.0007769857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01471168,"threshold_uncertainty_score":0.07518345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518558525415032,"score_gpt":0.2063758346820383,"score_spread":0.191190249427888,"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."}}