{"id":"W4396802960","doi":"10.1002/rra.4293","title":"Establishing present‐day Sockeye Salmon (<i>Oncorhynchus nerka|sćwin</i>) spawning capacity in the highly impacted sq,awsitkʷ|Okanagan River to guide population conservation and restoration","year":2024,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College; University of New Brunswick","funders":"","keywords":"Oncorhynchus; Escapement; Fishery; Population; Geography; Habitat; Fish <Actinopterygii>; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001334537,0.0001075383,0.00009955352,0.0001662462,0.0007297475,0.0002306588,0.0001855435,0.0000654969,0.00002904788],"category_scores_gemma":[0.0001235172,0.0000879566,0.0000152001,0.0008953106,0.0003582469,0.0006013121,0.0002783424,0.0002684807,0.00006101128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001924109,"about_ca_system_score_gemma":0.00001274449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008274053,"about_ca_topic_score_gemma":0.00890553,"domain_scores_codex":[0.9985579,0.0002206848,0.0001948064,0.000366027,0.0003491081,0.0003114719],"domain_scores_gemma":[0.9991933,0.0004360208,0.00003304677,0.0002249709,0.0000303802,0.00008230414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005284977,0.0002182828,0.7125117,0.0001275648,0.0000620412,0.00001913998,0.01842795,0.0009378497,0.003499438,0.05130608,0.1986467,0.01419049],"study_design_scores_gemma":[0.0001386325,0.00006346233,0.9271837,0.00002670481,0.00001293406,0.000002195786,0.000802986,0.002263205,0.00004370906,0.02107842,0.04827181,0.0001121637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798874,0.00008635736,0.001849405,0.01195898,0.00002697545,0.001254787,0.0000196356,0.00005634467,0.004860159],"genre_scores_gemma":[0.9975083,0.0001464578,0.0006642393,0.0003974347,0.00008836846,0.0003976706,0.00006384791,0.000009179591,0.000724485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146721,"threshold_uncertainty_score":0.9983299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05055972448231928,"score_gpt":0.3163765544283496,"score_spread":0.2658168299460303,"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."}}