{"id":"W6929829076","doi":"10.5061/dryad.v577v","title":"Data from: Bony traits and genetics drive intraspecific variation in vertebrate elemental composition","year":2017,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Intraspecific competition; Stickleback; Gasterosteus; Genetic variation; Vertebrate; Variation (astronomy); Interspecific competition; Three-spined stickleback","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005341241,0.0003815828,0.0003950252,0.0006904316,0.0007309174,0.001166926,0.0007043738,0.0008136744,0.1362055],"category_scores_gemma":[0.00207267,0.0002238833,0.000306598,0.00107819,0.000346426,0.0003127422,0.0006783618,0.0006193314,0.03210016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006688643,"about_ca_system_score_gemma":0.0009382059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04064268,"about_ca_topic_score_gemma":0.07218143,"domain_scores_codex":[0.9995375,0.00003666807,0.00005043649,0.0001398305,0.0001772108,0.00005842611],"domain_scores_gemma":[0.9983487,0.000341466,0.0002225717,0.0002817181,0.0005225114,0.0002830517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004347042,0.000886244,0.5360852,0.001340659,0.0006571977,0.0008466573,0.001211135,0.0008302641,0.0522691,0.001675303,0.2868688,0.1129824],"study_design_scores_gemma":[0.0002860619,0.0001516419,0.9155979,0.0001539682,0.0001296486,0.0001691438,0.0002802523,0.0005491726,0.00258983,0.0004918219,0.07956523,0.00003540091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.4712417,0.0005689355,0.002463157,0.00531306,0.0007038382,0.0002809408,0.4312268,0.0007732277,0.08742822],"genre_scores_gemma":[0.5466345,0.0008884822,0.003292949,0.003045126,0.0002186019,0.0005577723,0.3303054,0.0004468895,0.1146103],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1362055,"threshold_uncertainty_score":0.4556528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266088859129187,"score_gpt":0.2893861735322215,"score_spread":0.2627772876193027,"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."}}