{"id":"W2897146434","doi":"10.1080/14634988.2018.1536437","title":"Habitat rehabilitation in the Detroit River Area of Concern","year":2018,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto and Region Conservation Authority; Balsillie School of International Affairs","funders":"","keywords":"Habitat; Wildlife; Geography; Restoration ecology; Environmental resource management; Environmental planning; Watershed management; Shore; Outreach; Environmental protection; Fishery; Watershed; Ecology; Environmental science; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004205932,0.0001663668,0.0001182548,0.0004103473,0.00323408,0.001031157,0.0007799047,0.0007018647,0.004763891],"category_scores_gemma":[0.0008080051,0.0001277829,0.0001550272,0.0004936636,0.0005748147,0.0005381533,0.001340248,0.0004552853,0.0003295823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977734,"about_ca_system_score_gemma":0.005786709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491148,"about_ca_topic_score_gemma":0.6164071,"domain_scores_codex":[0.9996823,0.00007654682,0.00001494181,0.00003446782,0.00007547249,0.0001163724],"domain_scores_gemma":[0.9994906,0.00004017318,0.00006257861,0.00002031897,0.0001235206,0.000262794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001541821,0.0005173386,0.5808397,0.0004955273,0.00008907612,0.02472931,0.01541074,0.0009011332,0.01278051,0.004117597,0.07383867,0.2861262],"study_design_scores_gemma":[0.00002102669,0.0003571705,0.7831594,0.0002563755,0.00003412024,0.005867928,0.03312576,0.0008727792,0.001100144,0.0008257146,0.1743449,0.00003465035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989775,0.001715458,0.001152603,0.01936162,0.0001958016,0.0003679061,0.0003301619,0.0001110705,0.07778781],"genre_scores_gemma":[0.9518169,0.002062117,0.005267657,0.005608863,0.0001014403,0.0002957647,0.0004219174,0.00003443466,0.03439095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491148,"threshold_uncertainty_score":0.2964938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01731985200308774,"score_gpt":0.2615847745971621,"score_spread":0.2442649225940744,"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."}}