{"id":"W7045791134","doi":"","title":"Black Bay &amp; Black Sturgeon River native fisheries rehabilitation: Recommendations and rationale","year":2010,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Technology, Environment, Urban Planning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sturgeon; Bay; Habitat; Lamprey; Population; Predation","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006630138,0.000347125,0.0004111686,0.0003792522,0.001049415,0.0001871602,0.0005017909,0.000328193,0.006431104],"category_scores_gemma":[0.0002980811,0.0004194979,0.0001612102,0.0001900076,0.004292354,0.0018953,0.0002581293,0.001174122,0.0002150339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462973,"about_ca_system_score_gemma":0.00005939976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111295,"about_ca_topic_score_gemma":0.007175007,"domain_scores_codex":[0.9979929,0.0001932851,0.0003298246,0.0006581284,0.0004195959,0.0004062518],"domain_scores_gemma":[0.9980037,0.0005699452,0.0004209827,0.000604538,0.0002304997,0.0001703617],"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":[0.0004141811,0.000811524,0.1128316,0.0002215204,0.0008890153,0.00003356596,0.2742848,0.0001840841,0.001947708,0.1878791,0.4108758,0.009627196],"study_design_scores_gemma":[0.001386239,0.0001824593,0.03284601,0.0001041174,0.0001412454,0.000003719059,0.07284785,0.0001908771,0.00001889184,0.005954876,0.8857489,0.0005748636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554533,0.0001118762,0.0005086606,0.02219797,0.0005681847,0.0006599326,0.00028045,0.000304501,0.01991514],"genre_scores_gemma":[0.9693365,0.0001021117,0.01324923,0.0002099225,0.0001649148,0.000004278955,0.0002429463,0.00005002701,0.01664011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4748731,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191356501347867,"score_gpt":0.2083638361040293,"score_spread":0.1864502710905506,"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."}}