{"id":"W4229929759","doi":"10.22215/etd/2014-10589","title":"Spatial Ecology of Fish in Toronto Harbour in Response to Aquatic Habitat Enhancement","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Carleton University","funders":"","keywords":"Habitat; Pike; Fishery; Bass (fish); Harbour; Geography; Fish <Actinopterygii>; Ecology; Environmental science; Biology","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":[0.00006767254,0.0001205411,0.0001438795,0.0003870875,0.0004784272,0.0003039962,0.000168434,0.0001373062,0.001614357],"category_scores_gemma":[0.000233103,0.000153261,0.0001470293,0.0003106265,0.0004822807,0.0001316081,0.0005111363,0.0001945104,0.0001857834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803256,"about_ca_system_score_gemma":0.0007955896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1929502,"about_ca_topic_score_gemma":0.5911636,"domain_scores_codex":[0.9999161,0.000007966989,0.000002601881,0.0000227311,0.00002451056,0.00002599719],"domain_scores_gemma":[0.9998253,0.00001444534,0.00004870761,0.000006779515,0.00004257381,0.00006217969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005993391,0.00008055384,0.8465215,0.00007942524,0.00006241083,0.0004868119,0.006164129,0.0005501364,0.1357227,0.0001559476,0.0005979988,0.008979068],"study_design_scores_gemma":[0.000001169508,0.00006095145,0.9983125,0.000001900832,0.00000322257,0.00001725451,0.0009541678,0.00006496055,0.000436287,0.000005285838,0.0001404231,0.000001917294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993351,0.00001539988,0.00002678697,0.00001183244,8.953035e-7,0.000002713755,0.00004672599,0.000001335488,0.0005591147],"genre_scores_gemma":[0.9981638,0.00003857254,0.0001234149,0.0000151626,8.553727e-7,0.000008234864,0.0001016181,0.000001621594,0.001546838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8070498,"threshold_uncertainty_score":0.3836543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005134049653812726,"score_gpt":0.2457182614144582,"score_spread":0.2405842117606455,"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."}}