{"id":"W2008480041","doi":"10.1890/12-0619.1","title":"Demand‐driven resource investment in annual seed production by a perennial angiosperm precludes resource limitation","year":2012,"lang":"en","type":"article","venue":"Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Semelparity and iteroparity; Pollination; Biology; Perennial plant; Ecology; Pollen; Reproductive success; Resource (disambiguation); Reproduction; Agronomy; Population","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":[0.0002228895,0.00009791876,0.0001392081,0.00001428899,0.0001485553,0.00001024786,0.00008467373,0.00009169933,0.00004401762],"category_scores_gemma":[0.00009757844,0.00004280882,0.00003241286,0.0001495872,0.00005651061,0.0001547897,0.00006097797,0.00008513674,0.00004619433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004493126,"about_ca_system_score_gemma":0.000002605892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004104416,"about_ca_topic_score_gemma":0.002177456,"domain_scores_codex":[0.9991367,0.0001287495,0.0001418387,0.0001956862,0.00008258827,0.0003144272],"domain_scores_gemma":[0.9997313,0.0001187747,0.00005753789,0.0000160841,0.00001789947,0.00005843002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001000991,0.0003033005,0.786095,0.000005277835,0.00001921732,0.000002033752,0.002187382,0.00001073857,0.1662116,0.0003095234,0.04328088,0.001474968],"study_design_scores_gemma":[0.00009622674,0.000216537,0.8682237,0.000005237199,0.000006381087,0.00000563171,0.0008697495,0.000007686337,0.0006698871,0.0000592393,0.1297447,0.00009500547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938653,0.0004209362,7.790917e-8,0.002716581,0.00005634034,0.0001872212,0.00002920556,0.00003946905,0.002684829],"genre_scores_gemma":[0.9980279,0.00003623142,0.0000257493,0.0004400315,0.00047501,0.00003420046,0.00009383007,7.971705e-7,0.0008662707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655417,"threshold_uncertainty_score":0.1745693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817868614457775,"score_gpt":0.2129340061577699,"score_spread":0.1847553200131922,"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."}}