{"id":"W2010182641","doi":"10.1111/j.1752-4598.2012.00224.x","title":"Aquatic macroinvertebrate community composition in tank‐bromeliads is determined by bromeliad species and its constrained characteristics","year":2012,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Bromeliaceae; Ecology; Invertebrate; Fauna; Herbivore; Aquatic insect; Host (biology); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001921713,0.0001027116,0.0001608833,0.00001329389,0.0005945456,0.00004072136,0.00006532507,0.00005507527,0.00007987662],"category_scores_gemma":[0.0000329651,0.00005562221,0.0000187511,0.0001111252,0.00009118622,0.000223685,0.0001733721,0.0001056875,0.000008256633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001674133,"about_ca_system_score_gemma":0.000002355059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097516,"about_ca_topic_score_gemma":0.001268249,"domain_scores_codex":[0.9994267,0.0001044779,0.0001254057,0.00009364733,0.00008818813,0.0001616284],"domain_scores_gemma":[0.9996215,0.0001933715,0.00006727749,0.00001425308,0.00002948194,0.00007417213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000045561,0.00006301643,0.8405678,0.00001307695,0.000007365136,0.000001383601,0.0007326413,2.841435e-9,0.1570617,0.00006205955,0.0006990272,0.0007463678],"study_design_scores_gemma":[0.0002886566,0.00007750886,0.99683,0.00002008294,0.00001150919,0.00000638133,0.0004126408,0.0002359857,0.001400196,0.00005517937,0.0005361096,0.0001257877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982829,0.0001576527,8.217154e-7,0.0009266469,0.00002889375,0.0001060762,0.0002699962,0.0000244749,0.0002025272],"genre_scores_gemma":[0.9984511,0.0002286101,0.000007176036,0.001098671,0.00002258529,0.0000014145,0.00009385023,3.928552e-7,0.00009618019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562622,"threshold_uncertainty_score":0.4572824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08462498474673708,"score_gpt":0.2091154720005741,"score_spread":0.124490487253837,"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."}}