{"id":"W4238626522","doi":"10.22215/etd/2021-14421","title":"Freshwater Fish Populations in Eastern Ontario Benefit from Long Standing Protected Areas","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Micropterus; Bass (fish); Fishing; Fishery; Species richness; Population; Geography; Catch and release; Freshwater fish; Population dynamics of fisheries; Ecology; Biology; Fish <Actinopterygii>; Recreational fishing; Environmental health","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":[0.0001117554,0.00008178632,0.00009491716,0.0003062136,0.001247202,0.0006762659,0.00021016,0.000122226,0.006188073],"category_scores_gemma":[0.0003273155,0.00006836261,0.00007043654,0.0008897866,0.0004287879,0.0002645381,0.0005351086,0.0001308778,0.000183546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007375133,"about_ca_system_score_gemma":0.006437934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8260588,"about_ca_topic_score_gemma":0.9764574,"domain_scores_codex":[0.9999139,0.000005473985,0.00000325085,0.0000179341,0.0000292673,0.00003013329],"domain_scores_gemma":[0.9998769,0.00001770974,0.00002901195,0.000004046057,0.00003343385,0.00003901312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001563873,0.00007017637,0.7533064,0.0005141156,0.00005027586,0.0006853521,0.04357479,0.0010133,0.00752916,0.01118854,0.01520971,0.1667018],"study_design_scores_gemma":[0.00000365848,0.0000193852,0.9657607,0.00007384306,0.000005458303,0.00003936494,0.008889115,0.00007314449,0.0001143542,0.0002790358,0.02473712,0.000004886426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531549,0.0008096385,0.0001654405,0.0009640201,0.00001690332,0.00003844888,0.001454116,0.00001082924,0.04338564],"genre_scores_gemma":[0.9700649,0.001415755,0.0005410891,0.0001102253,0.00001003913,0.00003241507,0.0004856785,0.000006153051,0.02733377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1739412,"threshold_uncertainty_score":0.3499311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503168158273965,"score_gpt":0.2430936593069752,"score_spread":0.2180619777242355,"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."}}