{"id":"W7044238713","doi":"","title":"Wetland Restoration in Typha -Dominated Braddock Bay of Lake Ontario","year":2021,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typha; Bay; Wetland; Channel (broadcasting); Elevation (ballistics); Hydrology (agriculture); Pothole (geology); Wildlife refuge; Wildlife","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001978942,0.0006201539,0.001481178,0.001111625,0.00007510313,0.00009922148,0.0006445669,0.0005611018,0.001106904],"category_scores_gemma":[0.00003271941,0.0007810751,0.0003932259,0.0007618624,0.0002644723,0.0004329701,0.000221355,0.0004152784,0.0002347808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363427,"about_ca_system_score_gemma":0.003019652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05804675,"about_ca_topic_score_gemma":0.6805328,"domain_scores_codex":[0.9965096,0.0002173393,0.0009418979,0.0009058089,0.0009199072,0.0005055202],"domain_scores_gemma":[0.9964225,0.00007109252,0.001894037,0.001006396,0.0002667756,0.0003391793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009473113,0.0003925475,0.2192773,0.001979045,0.0007675081,0.004994914,0.003813373,0.00007955799,0.001154446,0.00003975475,0.7663127,0.0002415382],"study_design_scores_gemma":[0.003361005,0.0003460473,0.01768666,0.00461094,0.0002442055,0.0002799527,0.004210137,0.00001325648,0.0004790969,0.000006262384,0.9677711,0.0009913122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07341385,0.0002538706,0.00005021886,0.000006159326,0.001207149,0.000986953,0.001190048,0.000268384,0.9226234],"genre_scores_gemma":[0.2519438,0.000005203624,0.00009779666,0.000001671607,0.00006879522,4.362451e-7,0.00146314,0.0003164767,0.7461027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6224861,"threshold_uncertainty_score":0.9998062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315580043273491,"score_gpt":0.1925087435412959,"score_spread":0.179352943108561,"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."}}