{"id":"W2439405596","doi":"10.1093/jpe/rtw057","title":"Topographic species–habitat associations of tree species in a heterogeneous tropical karst seasonal rain forest, China","year":2016,"lang":"en","type":"article","venue":"Journal of Plant Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China; Lakehead University","keywords":"Habitat; Ecology; Karst; Subtropics; Biodiversity; Geography; Biology; Tropical and subtropical moist broadleaf forests","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002996171,0.0000974471,0.0003310006,0.0001347411,0.00007394111,0.000004167223,0.0001812658,0.0001087356,0.0006174036],"category_scores_gemma":[0.0002842273,0.00006652936,0.0001291301,0.0001372975,0.0003153756,0.0001011321,0.00007442334,0.0001532276,0.00001955655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002098662,"about_ca_system_score_gemma":0.00002792871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007546327,"about_ca_topic_score_gemma":0.03068878,"domain_scores_codex":[0.9988478,0.0001475283,0.0004796493,0.0001156172,0.0001723911,0.0002370137],"domain_scores_gemma":[0.9988752,0.0005676217,0.0004126408,0.00006722969,0.00002002479,0.00005727153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006087726,0.0002093525,0.99458,0.000002587684,0.00005468459,0.00008109247,0.0001894457,0.0007125159,0.001352741,0.00159626,0.001071206,0.0000891778],"study_design_scores_gemma":[0.0008506498,0.0004998612,0.9941664,0.00001148153,0.00001995432,0.0001059129,0.00003831487,0.0001900682,0.00004201168,0.003484216,0.0005190078,0.00007214199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958829,0.00003720834,0.0001682697,0.002082487,0.000253909,0.000075415,0.00006905144,0.000003518365,0.001427263],"genre_scores_gemma":[0.9988987,0.0001609373,0.0003420782,0.00008823958,0.00005759518,0.000003364743,0.000002799027,0.000004623287,0.0004416436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03068123,"threshold_uncertainty_score":0.9869986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106801785485519,"score_gpt":0.2163928813857905,"score_spread":0.2053248635309353,"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."}}