{"id":"W2110316955","doi":"10.1093/jpe/rtr036","title":"Trees are rarely most abundant where they grow best","year":2012,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Niche; Abundance (ecology); Structuring; Ecology; Context (archaeology); Habitat; Relative species abundance; Tree (set theory); Ecological niche; Biology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002755071,0.00009477179,0.0001948834,0.00003168618,0.0000923382,0.00001644314,0.0001958863,0.00008532841,0.04451708],"category_scores_gemma":[0.00004594443,0.00007009043,0.00006801056,0.00006269355,0.00007906176,0.0002236389,0.00007157449,0.0001670007,0.001340613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283736,"about_ca_system_score_gemma":0.000009835336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008511577,"about_ca_topic_score_gemma":0.006615671,"domain_scores_codex":[0.9991178,0.00005578837,0.0002576939,0.00007351695,0.0001791733,0.0003160308],"domain_scores_gemma":[0.9993333,0.00007248684,0.0003255498,0.0000815181,0.00001358986,0.0001735364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006773438,0.0003693667,0.8767766,0.000005468027,0.00002626946,0.00009660413,0.0003416147,0.00001861877,0.004746787,0.0004157997,0.1168591,0.0002760555],"study_design_scores_gemma":[0.0003530898,0.0001729434,0.8033609,0.00001006918,0.00002278598,0.0008135993,0.002182853,0.000004819561,0.0001711065,0.00004357225,0.1927764,0.00008774949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886773,0.0002818707,0.000008181916,0.001338916,0.000777728,0.0000512302,0.0001620928,0.000007246267,0.008695413],"genre_scores_gemma":[0.9984369,0.000486856,0.00003358296,0.0003731429,0.0001746711,0.000001840957,0.0000126452,0.000006542863,0.0004738678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07591737,"threshold_uncertainty_score":0.999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430548581857136,"score_gpt":0.2350287904875057,"score_spread":0.2107233046689344,"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."}}