{"id":"W2139071631","doi":"10.1139/f10-117","title":"Sources of variability and comparability between salmonid stomach contents and isotopic analyses: study design lessons and recommendations","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Fish <Actinopterygii>; Trout; Animal science; Biology; Stomach; Fishery; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4371981,0.005001181,0.00804984,0.004326074,0.003518555,0.005514614,0.01643875,0.01000995,0.002071664],"category_scores_gemma":[0.5195665,0.003097508,0.00553018,0.004721978,0.007932743,0.008489176,0.005652552,0.006726811,0.001280509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007687869,"about_ca_system_score_gemma":0.02000247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05447772,"about_ca_topic_score_gemma":0.08230736,"domain_scores_codex":[0.6246686,0.2891395,0.035933,0.01203808,0.03565561,0.002565296],"domain_scores_gemma":[0.3287866,0.3652647,0.04682538,0.06018856,0.1868052,0.01212958],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005348245,0.002371306,0.3564479,0.01744753,0.007273401,0.001040456,0.01179573,0.009068261,0.005984723,0.01035199,0.1234265,0.4494441],"study_design_scores_gemma":[0.007274543,0.01379358,0.5295542,0.05746517,0.01746998,0.00213086,0.02930375,0.05681828,0.02394622,0.08552495,0.1744019,0.002316647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2056623,0.05447317,0.3682816,0.2973759,0.01537883,0.02906908,0.008294952,0.002726709,0.01873754],"genre_scores_gemma":[0.2408258,0.007220316,0.6695633,0.04388222,0.003345532,0.02829719,0.001790066,0.0006104395,0.004465023],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5628018,"threshold_uncertainty_score":0.6940349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399190118569956,"score_gpt":0.3135747280649634,"score_spread":0.1736557162079678,"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."}}