{"id":"W7042665775","doi":"","title":"Restoration of a Lake Ontario-connected fen through\\ninvasive &lt;i&gt;Typha&lt;/i&gt; removal","year":2022,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typha; Wetland; Biomass (ecology); Typha angustifolia; Shore; Aquatic plant; Peat; Macrophyte","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":[0.0001885199,0.000309248,0.0002178637,0.0002575363,0.001386277,0.0005202529,0.000773908,0.000203962,0.00307917],"category_scores_gemma":[0.0003310002,0.0001593191,0.0002925107,0.0002063963,0.0006219791,0.0001570103,0.0006003003,0.0004442243,0.0003042609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007888066,"about_ca_system_score_gemma":0.01388181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6425228,"about_ca_topic_score_gemma":0.9354163,"domain_scores_codex":[0.9998133,0.00001209953,0.000007447385,0.00003998209,0.00005629492,0.00007103902],"domain_scores_gemma":[0.9996529,0.00000842058,0.00005815905,0.00002298914,0.000115236,0.0001423142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002841504,0.002051425,0.2846906,0.0008444277,0.0002889749,0.001789867,0.005767283,0.004638464,0.4516467,0.003744923,0.03642945,0.2052665],"study_design_scores_gemma":[0.0001196261,0.001351652,0.8645605,0.00005134759,0.00008965193,0.0001263165,0.001402989,0.002160956,0.02267138,0.0002626324,0.1071479,0.00005499769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781449,0.0001382876,0.001599593,0.0003590795,0.0000669004,0.0005175234,0.001252309,0.0002756524,0.01764563],"genre_scores_gemma":[0.9583851,0.0002191369,0.005576651,0.0004390244,0.00001330634,0.000722274,0.001565865,0.00005064649,0.03302812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6425228,"threshold_uncertainty_score":0.7191648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228444990771175,"score_gpt":0.2031350534797414,"score_spread":0.1908506035720297,"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."}}