{"id":"W4365452733","doi":"10.1016/j.aquabot.2023.103657","title":"Geographical distribution of floating aquatic plants in relation to environmental conditions in southern Quebec, Canada","year":2023,"lang":"en","type":"article","venue":"Aquatic Botany","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Biology; Ecology; Biological dispersal; Species richness; Ceratophyllum demersum; Carnivorous plant; Aquatic plant; Habitat; Wetland; Species diversity; Macrophyte","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002288828,0.0002449417,0.0002513001,0.002350718,0.001803092,0.001049117,0.0007659632,0.0002992561,0.00530672],"category_scores_gemma":[0.0007944718,0.0001615789,0.000384385,0.004789877,0.000702147,0.0002951265,0.0005804595,0.0003033098,0.000367096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01304414,"about_ca_system_score_gemma":0.009565171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995657,"about_ca_topic_score_gemma":0.9984936,"domain_scores_codex":[0.9997365,0.00002026241,0.00001663591,0.00005728063,0.00006542015,0.0001038832],"domain_scores_gemma":[0.9987111,0.0001098031,0.0002222365,0.00002603649,0.0006073439,0.0003234839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001169987,0.00002754841,0.979521,0.00007558517,0.00007686191,0.0002294432,0.001952741,0.0004761143,0.0009929787,0.0003454074,0.002667756,0.01351756],"study_design_scores_gemma":[0.000002580675,0.000007215379,0.9972616,0.00002322645,0.000008148259,0.00004104745,0.001358803,0.0002156461,0.00002984449,0.00001322873,0.001031441,0.000007156478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883293,0.0008366554,0.0001338156,0.00019538,0.000009426742,0.00002501565,0.005943078,0.00002084305,0.004506364],"genre_scores_gemma":[0.9950076,0.0003434464,0.0001960165,0.00004032869,0.000003949652,0.00001272217,0.001508543,0.000005830519,0.002881543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304414,"threshold_uncertainty_score":0.09464234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005398335588811841,"score_gpt":0.1929305471252313,"score_spread":0.1875322115364195,"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."}}