{"id":"W4408650999","doi":"10.1007/s10530-025-03568-7","title":"Facilitative to negative pollination interactions in invaded plant communities driven by floral trait similarity and pollinator sharing","year":2025,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Secretaria Nacional de Ciencia y Tecnología; National Science Foundation","keywords":"Biology; Pollinator; Pollination; Trait; Ecology; Similarity (geometry); Pollen; Artificial intelligence","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":[0.0001336787,0.0001369611,0.0002203206,0.00003467368,0.0004104055,0.00004737685,0.0001885303,0.00007610014,0.00007727573],"category_scores_gemma":[0.0002540538,0.00005582971,0.00004469336,0.0003312883,0.000129157,0.00009331956,0.0002742831,0.0002197776,0.000006109984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004260999,"about_ca_system_score_gemma":0.00000472525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574684,"about_ca_topic_score_gemma":0.03189533,"domain_scores_codex":[0.9991726,0.0001239782,0.0002050657,0.000222836,0.00006144707,0.0002141028],"domain_scores_gemma":[0.9988841,0.0009474963,0.00003571379,0.00002131954,0.00003940758,0.00007197471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730888,0.0006489517,0.5384842,0.00001675356,0.00009164922,0.00001023091,0.004779724,0.00001345026,0.420768,0.01816413,0.006370301,0.01027946],"study_design_scores_gemma":[0.0001670441,0.000240836,0.9772398,0.00008643225,0.000005753347,9.799194e-7,0.01204283,0.0001803606,0.001126472,0.003646081,0.005090264,0.0001731789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923505,0.0000966326,0.000007466816,0.004987054,0.00003115538,0.0002518421,0.001274005,0.00004657969,0.0009547992],"genre_scores_gemma":[0.9986198,0.0001337731,0.00009888186,0.0007441007,0.00001952,0.00005473842,0.0001664986,3.669288e-7,0.0001623235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4387555,"threshold_uncertainty_score":0.98577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3326874767511307,"score_gpt":0.2946991165532922,"score_spread":0.03798836019783847,"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."}}