{"id":"W4402140541","doi":"10.1051/alr/2024010","title":"Gravel washing as a lacustrine spawning habitat restoration method for smallmouth bass","year":2024,"lang":"en","type":"article","venue":"Aquatic Living Resources","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada; Ontario Ministry of Natural Resources and Forestry; Ministry of Natural Resources","keywords":"Bass (fish); Habitat; Fishery; Environmental science; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002909595,0.0002767098,0.000242295,0.0002258998,0.000443262,0.0002000356,0.0003527142,0.0002645835,0.001386343],"category_scores_gemma":[0.000511139,0.000123633,0.0002304289,0.0001118508,0.0003175173,0.0001931669,0.0002125533,0.000255303,0.00009697501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003565346,"about_ca_system_score_gemma":0.0005354607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009443196,"about_ca_topic_score_gemma":0.04467377,"domain_scores_codex":[0.999816,0.00005724652,0.0000134968,0.00004173182,0.00003833173,0.00003322959],"domain_scores_gemma":[0.9997953,0.00003939719,0.00006278051,0.00001643557,0.00001716425,0.00006890962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03508859,0.05929862,0.06637509,0.001372184,0.000425797,0.0006578512,0.002152948,0.002296829,0.4246198,0.000260599,0.000917326,0.4065343],"study_design_scores_gemma":[0.00207329,0.2433548,0.6482635,0.0001284274,0.0007211841,0.0003477475,0.00143335,0.004305687,0.09592572,0.0001276636,0.003247222,0.00007132863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999639,0.00004665194,0.00008002436,0.00002416168,0.000004377892,0.00002634098,0.00000577408,0.00001016754,0.000163344],"genre_scores_gemma":[0.9978294,0.0001247269,0.001207944,0.00003062901,0.000006177145,0.00003330765,0.00002241939,0.000002417962,0.0007430457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009443196,"threshold_uncertainty_score":0.01877648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540442260452909,"score_gpt":0.2672114466989936,"score_spread":0.2518070240944645,"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."}}