{"id":"W1965332042","doi":"10.1007/s10530-014-0724-z","title":"Invader traits and community context contribute to the recent invasion success of the macroalga Heterosiphonia japonica on New England rocky reefs","year":2014,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Fisheries and Oceans Canada","funders":"National Science Foundation","keywords":"Biology; Ecology; Species richness; Context (archaeology); Introduced species; Invasive species; Herbivore; Range (aeronautics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0008050012,0.0001659307,0.0002682352,0.00002731933,0.0006048412,0.00003703031,0.0006154978,0.0001629597,0.0004410637],"category_scores_gemma":[0.001155341,0.00006943034,0.00006386715,0.0001867926,0.0002072116,0.00003492738,0.0002206398,0.0005063707,0.00005093163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000340555,"about_ca_system_score_gemma":0.00003773831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008944723,"about_ca_topic_score_gemma":0.06941401,"domain_scores_codex":[0.9978311,0.001243342,0.0002765667,0.000228927,0.0001321122,0.0002879598],"domain_scores_gemma":[0.9973049,0.002059656,0.0001041457,0.0002900084,0.00004378293,0.0001974841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007841983,0.0001969654,0.2627719,0.00001759992,0.00005089174,0.000003029426,0.0007089091,0.0001313624,0.00903657,0.001259635,0.01254296,0.7124959],"study_design_scores_gemma":[0.0006030165,0.0011443,0.7940234,0.00003740802,0.000009645617,0.00001922022,0.0001226605,0.00007283823,0.001070652,0.0009002576,0.2018633,0.0001332895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885675,0.0001554581,0.00004030488,0.007390857,0.0001749775,0.0003630585,0.0002204942,0.00002028066,0.00306712],"genre_scores_gemma":[0.9931402,0.0003210441,0.00003043925,0.006039925,0.00009199146,0.000003061499,0.00009044653,0.000002033924,0.0002808499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123626,"threshold_uncertainty_score":0.9976548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122993316665953,"score_gpt":0.2353321253623988,"score_spread":0.1230327936958035,"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."}}