{"id":"W2230184919","doi":"10.3394/0380-1330(2007)33[125:iacdpa]2.0.co;2","title":"Identifying and Characterizing Dominant Plants as an Indicator of Community Condition","year":2007,"lang":"en","type":"article","venue":"Journal of Great Lakes Research","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Dominance (genetics); Wetland; Ecology; Taxon; Plant community; Geography; Community structure; Biology; Species richness","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005833398,0.00006995814,0.000191584,0.0002203485,0.0002724976,0.00005015057,0.0002867761,0.00006101477,0.0002636884],"category_scores_gemma":[0.0001100641,0.00005617754,0.00003527073,0.0001529526,0.0002181913,0.0004700228,0.0002467337,0.0005555918,0.00002798702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470223,"about_ca_system_score_gemma":0.00001895087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005011522,"about_ca_topic_score_gemma":0.001786194,"domain_scores_codex":[0.9982359,0.000325237,0.0003909468,0.00007556199,0.0007033331,0.0002689714],"domain_scores_gemma":[0.9990814,0.0002629985,0.0002474994,0.0001683477,0.00003784816,0.0002018912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006119738,0.0002591196,0.4891159,0.000118993,0.00003774959,0.0002285295,0.006304701,0.000004579939,0.4718149,0.0000468779,0.0001723373,0.0312843],"study_design_scores_gemma":[0.0005816217,0.000628837,0.9745294,0.0001555462,0.000007865065,0.0006668774,0.00412653,0.0001128833,0.01791922,0.0006461489,0.0005419718,0.00008307287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998583,0.00002574101,0.0001012749,0.00004715373,0.00006085344,0.00009222575,0.00001332795,0.000002398531,0.001074063],"genre_scores_gemma":[0.9996793,0.00007860394,0.000102153,0.00001142112,0.00004044644,5.982007e-7,0.000005485839,0.000008063824,0.00007392571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4854135,"threshold_uncertainty_score":0.2887203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05767524084510529,"score_gpt":0.3635751612867835,"score_spread":0.3058999204416782,"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."}}