{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006890975,0.0002576619,0.0003020743,0.0002105638,0.0004399347,0.00006721829,0.0004174977,0.0003881387,0.005131118],"category_scores_gemma":[0.001118168,0.0001508542,0.0001294558,0.0004532156,0.0006693769,0.00008028343,0.00006573617,0.0007138316,0.003034167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003603294,"about_ca_system_score_gemma":0.0001000155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471494,"about_ca_topic_score_gemma":0.002589867,"domain_scores_codex":[0.9977409,0.000470463,0.000271383,0.0007197933,0.0001913228,0.0006061755],"domain_scores_gemma":[0.9958521,0.003548261,0.00004479705,0.0002529532,0.0000506466,0.0002512201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001948383,0.0006259101,0.8540747,0.000103012,0.0004279764,0.001583023,0.0005360041,0.0002335623,0.001259339,0.03750449,0.05343467,0.04826896],"study_design_scores_gemma":[0.0002223627,0.002085479,0.9805242,0.0001492531,0.00001227667,0.00001140318,0.0001851311,0.001055941,0.0007037703,0.00462595,0.01011338,0.0003108266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9407762,0.0007288244,0.000007679702,0.002913416,0.0006584314,0.0004658315,0.0002344681,0.000130642,0.05408447],"genre_scores_gemma":[0.9956976,0.0005189655,0.00009896771,0.0009309084,0.0001814162,0.000008479838,0.0002523489,0.000004821785,0.0023065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264496,"threshold_uncertainty_score":0.9977421,"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."}}