{"id":"W2127049198","doi":"10.1111/1365-2435.12034","title":"Unravelling the architecture of functional variability in wild populations of <i>Polygonum viviparum</i> L","year":2013,"lang":"en","type":"article","venue":"Functional Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agence Nationale de la Recherche","keywords":"Biology; Ecology; Niche; Abiotic component; Trait; Population; Habitat; Environmental gradient; Evolutionary biology","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":[0.0004533622,0.00008345026,0.000155357,0.00004799241,0.0001337048,0.000002075884,0.00009491044,0.0000954001,0.005739461],"category_scores_gemma":[0.0001837598,0.00006324028,0.00005525148,0.0002242441,0.0004474884,0.00007138855,0.00009660003,0.0001793807,0.0001330038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006667973,"about_ca_system_score_gemma":0.00002561811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002775454,"about_ca_topic_score_gemma":0.003578826,"domain_scores_codex":[0.999027,0.000173435,0.0003265194,0.0001886428,0.0001264751,0.0001579265],"domain_scores_gemma":[0.9989183,0.0007474855,0.0001399122,0.0001382565,0.00003357032,0.00002250594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002159455,0.0001250908,0.7964818,0.000005557497,0.00001825601,1.319662e-7,0.0001559309,0.1915707,0.0007607364,0.009773932,0.0007920378,0.0002942624],"study_design_scores_gemma":[0.0001790077,0.00004315121,0.92344,0.00000174781,0.000009825186,0.000005604292,0.00007147844,0.006516536,0.00003717291,0.06951816,0.0001267975,0.00005047959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776784,0.00001115094,0.01319867,0.00251633,0.0005397662,0.00025883,0.000009936671,0.000009334991,0.005777598],"genre_scores_gemma":[0.9984578,0.000003267675,0.0007267403,0.0002735794,0.00003014022,0.00007352127,0.0000191818,0.000004200061,0.0004115805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1850542,"threshold_uncertainty_score":0.9951694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396119925690579,"score_gpt":0.2102332602105944,"score_spread":0.1962720609536886,"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."}}