{"id":"W2067459317","doi":"10.1002/rra.999","title":"Life in the ice lane: the winter ecology of stream salmonids","year":2007,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":238,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ecology; Habitat; STREAMS; Context (archaeology); Juvenile; Environmental science; Fishery; 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":[0.0009670297,0.00002989718,0.00004149194,0.00002528728,0.0002312286,0.000005399533,0.0002335183,0.00002125973,0.0001742617],"category_scores_gemma":[0.00004481419,0.00001678007,0.000007886923,0.0002245192,0.0008453091,0.00002840557,0.0002161211,0.0001291815,0.0001067903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001551858,"about_ca_system_score_gemma":0.000004350357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002330813,"about_ca_topic_score_gemma":0.005660039,"domain_scores_codex":[0.999482,0.00005606143,0.00007552735,0.0001028814,0.0001134099,0.0001700712],"domain_scores_gemma":[0.9993815,0.0004174266,0.00001520879,0.0001519188,0.000007018618,0.00002690115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001434774,0.0001913443,0.9098171,0.000006215814,0.00001264347,0.000001840928,0.001004754,0.000009105255,0.00005543337,0.01848058,0.06760223,0.002804396],"study_design_scores_gemma":[0.00007472697,0.00004234771,0.9293456,7.160012e-7,0.000002127694,5.872201e-7,0.001084939,0.000006898775,0.0000163878,0.005875399,0.0635326,0.00001768619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688645,0.00004820312,0.0003869859,0.01378985,0.000008323386,0.0007967193,0.000004594282,0.000006867466,0.1160939],"genre_scores_gemma":[0.998398,0.0001148526,0.00005428998,0.0006012936,0.00001617734,0.0001313393,0.000001615295,0.000001481335,0.0006809435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295335,"threshold_uncertainty_score":0.3158435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03121766975592353,"score_gpt":0.3317228941935933,"score_spread":0.3005052244376697,"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."}}