{"id":"W4229034384","doi":"10.1002/ece3.8906","title":"A multifaceted ecological assessment reveals the invasion of the freshwater red macroalga <i>Montagnia macrospora</i> (Batrachospermales, Rhodophyta) in Taiwan","year":2022,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministry of Science and Technology, Taiwan","keywords":"Ecology; Biology; Range (aeronautics); Population; Freshwater ecosystem; Invasive species; Generalist and specialist species; Algae; Ecosystem; Habitat","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":[0.0002694638,0.000235608,0.0001577117,0.001257625,0.0004862524,0.0004117592,0.0001878854,0.000298295,0.0004838369],"category_scores_gemma":[0.0002158506,0.0001230455,0.0002953691,0.0006550418,0.0002143015,0.0003223507,0.0006282392,0.0002325418,0.00008532096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002942793,"about_ca_system_score_gemma":0.0001970506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007245793,"about_ca_topic_score_gemma":0.01584586,"domain_scores_codex":[0.9998786,0.00002311495,0.000008980234,0.00003629317,0.00001847956,0.00003451588],"domain_scores_gemma":[0.999744,0.00002646383,0.0000950757,0.00001430906,0.00004268678,0.00007739358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007186442,0.00005736841,0.9433482,0.00003713894,0.0000667826,0.0004468368,0.0006932875,0.0003199539,0.04748644,0.00004490111,0.0000869217,0.007340321],"study_design_scores_gemma":[6.647471e-7,0.00004316872,0.9985921,0.000002511434,0.00001257141,0.0001059191,0.0004463757,0.0004429306,0.0002607385,0.00001384734,0.00007596328,0.000003134572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997248,0.00003234926,0.00006917286,0.00001018643,3.228931e-7,0.000002217463,0.00003593253,0.000003637522,0.0001212746],"genre_scores_gemma":[0.9996504,0.00001904893,0.0001786585,0.000005759819,7.285319e-7,0.000002670917,0.00007233666,7.514537e-7,0.000069736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007245793,"threshold_uncertainty_score":0.01440722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028230956477268,"score_gpt":0.2061717812914768,"score_spread":0.1958894717267042,"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."}}