{"id":"W6921969901","doi":"10.1051/alr/2024010/pdf","title":"Gravel washing as a lacustrine spawning habitat restoration method for smallmouth bass","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Cobble; Bass (fish); Spawn (biology); Habitat; Littoral zone; Cove; Restoration ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003521009,0.0002304643,0.0001964805,0.0002243045,0.0004650767,0.0001978866,0.0003160817,0.000238856,0.001817698],"category_scores_gemma":[0.0006042738,0.0001076323,0.000193134,0.0001233832,0.0003458928,0.0001805318,0.0002361712,0.0002367614,0.0001204379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936625,"about_ca_system_score_gemma":0.0005554646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008656404,"about_ca_topic_score_gemma":0.03950957,"domain_scores_codex":[0.9997852,0.00008525215,0.0000131866,0.0000411642,0.00003992355,0.00003522939],"domain_scores_gemma":[0.9997713,0.00005431314,0.00006998083,0.00001951149,0.00001747509,0.00006737401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02722076,0.06134032,0.07859464,0.001264484,0.0003475683,0.0005649516,0.002795144,0.002415169,0.2657262,0.0003891088,0.001306933,0.5580347],"study_design_scores_gemma":[0.001842397,0.1893343,0.7303504,0.0001216322,0.0005955999,0.0002400678,0.002122375,0.004277904,0.06664283,0.0001965506,0.004211456,0.00006439973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995211,0.0000372692,0.00008191609,0.00003092907,0.000004176814,0.00003027368,0.000005631881,0.00001010267,0.0002786054],"genre_scores_gemma":[0.9976683,0.0001078357,0.001192437,0.00003136911,0.000006817538,0.00004295126,0.00002136148,0.00000217758,0.0009267021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008656404,"threshold_uncertainty_score":0.01721203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354671189697594,"score_gpt":0.3476176246590111,"score_spread":0.3121505056892517,"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."}}