{"id":"W3210338499","doi":"10.1007/s10530-021-02651-z","title":"Native urchins as potential agents of biotic resistance to the introduced alga Kappaphycus alvarezii in a tropical lagoon","year":2021,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Science Foundation of Sri Lanka","keywords":"Biology; Herbivore; Kappaphycus alvarezii; Ecology; Algae; Introduced species; Resistance (ecology); Botany","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":[0.0002581873,0.000177876,0.0002197993,0.0004857224,0.000864586,0.0005980314,0.0001978506,0.0002212999,0.000518239],"category_scores_gemma":[0.0002518191,0.0001110259,0.00008865957,0.0002972358,0.0006792539,0.0002133873,0.0005587621,0.0002521845,0.00005580228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008372415,"about_ca_system_score_gemma":0.0006440375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03927133,"about_ca_topic_score_gemma":0.1221272,"domain_scores_codex":[0.9998745,0.00003141824,0.000006154823,0.00002143589,0.00001523381,0.00005124729],"domain_scores_gemma":[0.9997361,0.00003582349,0.00006168111,0.00001230984,0.00005431589,0.00009965622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372751,0.00029856,0.8100389,0.0001064177,0.00003804541,0.002772505,0.005916824,0.0003033254,0.1675213,0.0003537528,0.00009005801,0.0111876],"study_design_scores_gemma":[0.00002362543,0.0005965941,0.9821315,0.00001197765,0.00003524808,0.0004657229,0.01104632,0.0005383979,0.004189094,0.00008026379,0.0008697049,0.00001157851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997534,0.00002925884,0.00001403999,0.000005465861,9.207058e-7,0.00000219539,0.000005589417,5.911936e-7,0.0001884022],"genre_scores_gemma":[0.999673,0.00004043591,0.00004321396,0.000007502853,5.160948e-7,0.000001238103,0.000008300309,2.831139e-7,0.0002256429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927133,"threshold_uncertainty_score":0.07808548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08464603282033907,"score_gpt":0.2431900066518417,"score_spread":0.1585439738315026,"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."}}