{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001504887,0.0001189308,0.0002265488,0.00005599355,0.0001139055,0.00001648436,0.0002864621,0.0001172663,0.00200697],"category_scores_gemma":[0.0006578186,0.0000649799,0.00008165059,0.0004650798,0.0001264343,0.00002916911,0.0001068062,0.0002086694,0.0001575035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004021351,"about_ca_system_score_gemma":0.00006633362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001095946,"about_ca_topic_score_gemma":0.02428313,"domain_scores_codex":[0.9986222,0.0003527484,0.0002665985,0.000344711,0.0001336732,0.0002800927],"domain_scores_gemma":[0.9992928,0.0002974349,0.00005447712,0.0002035964,0.00004516315,0.0001065545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001869454,0.0008291354,0.8133014,0.00004976933,0.0001863354,0.001349906,0.0009067247,0.001327099,0.03448867,0.0183756,0.01693957,0.1103763],"study_design_scores_gemma":[0.0002791414,0.000385145,0.9536613,0.0000195952,0.000008656599,0.00002912138,0.0003561531,0.0001265071,0.001633443,0.002634218,0.04071245,0.0001542969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843745,0.0002338282,0.00007029518,0.005319398,0.0002258498,0.0001842511,0.0001730656,0.00001571656,0.009403134],"genre_scores_gemma":[0.9970751,0.00012275,0.0002980068,0.00124269,0.0001029734,0.000002876463,0.0001907708,0.000001402541,0.0009634406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403598,"threshold_uncertainty_score":0.9989054,"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."}}