{"id":"W2128438462","doi":"10.1111/j.1654-1103.2012.01423.x","title":"Assessing non‐parametric and area‐based methods for estimating regional species richness","year":2012,"lang":"en","type":"article","venue":"Journal of Vegetation Science","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Species richness; Quadrat; Ecology; Geography; Estimator; Principle of maximum entropy; Statistics; Environmental science; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04021089,0.0009245243,0.0008451822,0.002256643,0.0003991897,0.001205615,0.001543727,0.0008458404,0.001355893],"category_scores_gemma":[0.1021721,0.0004720992,0.001311298,0.001416598,0.001160581,0.002529579,0.001858259,0.0008817569,0.0002159997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868898,"about_ca_system_score_gemma":0.0005716327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448306,"about_ca_topic_score_gemma":0.00202161,"domain_scores_codex":[0.9680573,0.02641823,0.0009669463,0.001847754,0.002445976,0.0002637603],"domain_scores_gemma":[0.7575681,0.219957,0.008220504,0.007746625,0.005831763,0.0006759487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001460575,0.000277918,0.3945512,0.001326044,0.003849855,0.0002162191,0.001499778,0.1792452,0.004316755,0.01111155,0.001357717,0.4007873],"study_design_scores_gemma":[0.0001003388,0.0006094685,0.1691546,0.0001943421,0.0003100121,0.000354609,0.0005043734,0.8088941,0.005848343,0.01118625,0.002639108,0.0002043833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.368807,0.001925906,0.6260202,0.000273139,0.00008204266,0.0001798052,0.0004397267,0.0003878207,0.001884342],"genre_scores_gemma":[0.8381086,0.0002831933,0.1601876,0.00006990541,0.00006280986,0.0002922921,0.0004548942,0.00008939435,0.0004512505],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04021089,"threshold_uncertainty_score":0.212658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0797830112853158,"score_gpt":0.4054197288523722,"score_spread":0.3256367175670564,"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."}}