{"id":"W4391654636","doi":"10.1007/s10530-023-03239-5","title":"Biotic resistance on muddy shores? Native epibiotic barnacles impose costs on non-native snails","year":2024,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Barnacle; Snail; Epibiont; Ecology; Gastropoda; Crustacean; Balanus; Resistance (ecology); Population; Rocky shore; Mollusca; Zoology; Fishery; Habitat","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001909316,0.0001653184,0.0001966921,0.0002524088,0.0004184296,0.0006645042,0.000273772,0.0003283579,0.007425856],"category_scores_gemma":[0.0006169166,0.000164636,0.0001409618,0.000102458,0.0003638087,0.000447825,0.0009197036,0.0003280443,0.0004130701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003314249,"about_ca_system_score_gemma":0.0001936946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002026509,"about_ca_topic_score_gemma":0.01168672,"domain_scores_codex":[0.9999046,0.00002198091,0.000005798657,0.00001508647,0.0000155853,0.00003679485],"domain_scores_gemma":[0.9994728,0.00005676485,0.0001512999,0.000055934,0.0000704816,0.000192664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001095372,0.0001958938,0.5068248,0.0003536073,0.0002183008,0.001053012,0.001262457,0.001359197,0.4549231,0.003883196,0.0009895102,0.02784164],"study_design_scores_gemma":[0.00001940272,0.0003570492,0.9891592,0.0000205117,0.00003888155,0.0005166754,0.002308267,0.0009931076,0.004142268,0.000788532,0.001643866,0.00001228206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983715,0.0000239845,0.00004092333,0.00005170757,0.000001354685,9.984009e-7,0.00001278387,0.000003895771,0.001492878],"genre_scores_gemma":[0.9992619,0.00002271903,0.00006375453,0.00003835626,0.000001644832,0.000001452438,0.00001590687,0.00000227191,0.0005918615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007425856,"threshold_uncertainty_score":0.0248419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.16340969985184,"score_gpt":0.3020145864216736,"score_spread":0.1386048865698335,"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."}}