{"id":"W6991148308","doi":"","title":"Field Guide to Tidal Wetland Plants of the Northeastern United States and Neighboring Canada: Vegetation of Beaches, Tidal Flats, Rocky Shores, Marshes, Swamps, and Coastal Ponds","year":2012,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Wetland; Field (mathematics); Hydrology (agriculture); Tidal flat; Tidal current; Salt marsh; Current (fluid)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000952067,0.001126499,0.000910406,0.003703854,0.003209404,0.001062564,0.002449706,0.0004767431,0.09207026],"category_scores_gemma":[0.001283195,0.0008582883,0.0002782558,0.005290791,0.0006203691,0.0009243499,0.0006125479,0.001065885,0.02588371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003554157,"about_ca_system_score_gemma":0.0117628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8558195,"about_ca_topic_score_gemma":0.978934,"domain_scores_codex":[0.9997687,0.000026817,0.00002279861,0.00003528492,0.00009651601,0.00004991342],"domain_scores_gemma":[0.997577,0.0003147007,0.0001285748,0.0001749797,0.001445413,0.0003593779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009316542,0.00032111,0.01038422,0.000322846,0.00001512362,0.0001503295,0.002410661,0.0001994817,0.001475696,0.0007175101,0.859955,0.1239549],"study_design_scores_gemma":[0.00006971561,0.00007358725,0.08572455,0.0003816303,0.00002896639,0.0002318731,0.003631527,0.0002474732,0.0004714001,0.0005612703,0.9085333,0.00004466269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04960056,0.006987991,0.01483365,0.001990202,0.001005437,0.007264054,0.6611553,0.004458102,0.2527047],"genre_scores_gemma":[0.06322324,0.01328501,0.08674436,0.003342839,0.0001851382,0.006924979,0.3435258,0.001224841,0.4815439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1441805,"threshold_uncertainty_score":0.3080057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621243771837228,"score_gpt":0.1933727833911996,"score_spread":0.1771603456728274,"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."}}