{"id":"W7093715412","doi":"","title":"Preliminary Evaluation of a Lake Whitefish(<i>Coregonus clupeaformis</i>) Bioenergetics Model","year":2005,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bioenergetics; Trout; Coregonus; Lake ecosystem; Salmonidae; Energy budget; Fish <Actinopterygii>; Water level; Lake district","routes":{"ca_aff":false,"ca_fund":false,"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":[0.00201878,0.000988716,0.0007111233,0.0003055691,0.0006781611,0.0007183929,0.001396738,0.0007863318,0.001833553],"category_scores_gemma":[0.004138039,0.0004225069,0.0005227363,0.0002172124,0.0002835185,0.0005539897,0.0005276167,0.0006487762,0.000176948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390944,"about_ca_system_score_gemma":0.002330846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2350371,"about_ca_topic_score_gemma":0.1600221,"domain_scores_codex":[0.9996507,0.0001322454,0.00002224945,0.00006490931,0.00007396282,0.00005587289],"domain_scores_gemma":[0.997921,0.001092393,0.0001126315,0.00005886341,0.0007055298,0.0001095099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002110905,0.0001213043,0.01467768,0.00004912133,0.00006925871,0.0001333196,0.00006932836,0.9737859,0.003257993,0.0003167583,0.0006400074,0.006668267],"study_design_scores_gemma":[0.00005159561,0.0001915874,0.002814628,0.000007725938,0.00002914521,0.00001110168,0.00003731667,0.9949538,0.001457346,0.0000722706,0.0003587157,0.00001480749],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738014,0.0001199758,0.02094392,0.0002806603,0.00002469407,0.0001412268,0.0006914528,0.0006124164,0.003384316],"genre_scores_gemma":[0.9844241,0.00005396698,0.01365692,0.00007913025,0.000005351727,0.0001072991,0.0005126095,0.00004763233,0.001113106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2350371,"threshold_uncertainty_score":0.4673381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02047209827834856,"score_gpt":0.2157600712287573,"score_spread":0.1952879729504088,"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."}}