{"id":"W7116046226","doi":"10.5061/dryad.573n5tbj3","title":"Data and code from: DNA metabarcoding reveals dietary divergence among sympatric swallows and flycatchers","year":2024,"lang":"en","type":"dataset","venue":"DRYAD","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sympatric speciation; Generalist and specialist species; Sympatry; Species richness; Hirundo; Population; Insectivore; Invertebrate","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001266017,0.0009461323,0.00121111,0.0005619454,0.000258726,0.0004491482,0.002101574,0.0005333764,0.0004737773],"category_scores_gemma":[0.0004684008,0.000909591,0.0001161084,0.0007014397,0.0004722849,0.0008740156,0.00530566,0.001245645,0.009445964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246843,"about_ca_system_score_gemma":0.0001111586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003258704,"about_ca_topic_score_gemma":0.003807771,"domain_scores_codex":[0.994822,0.0003260769,0.0007919692,0.002456573,0.0008411695,0.0007622284],"domain_scores_gemma":[0.9953525,0.0004715254,0.0004328756,0.00320811,0.00004984108,0.0004851479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002943649,0.00003926267,0.004290056,0.0005501853,0.0007374312,0.0004574499,0.0001576241,0.000001099567,0.0006202389,0.000001020765,0.9927164,0.0003997726],"study_design_scores_gemma":[0.0003656427,0.0000347116,0.007581259,0.0006683002,0.003506752,0.0000156016,0.0001853679,0.0005352587,0.00002035076,0.0002260608,0.9857119,0.00114878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03955811,0.02869397,0.00000192871,0.00006463259,0.0009547021,0.0005962621,0.9298736,0.0002065801,0.00005023067],"genre_scores_gemma":[0.002626553,0.009670515,0.000341723,0.00009595322,0.0005275334,0.00004535992,0.9862388,0.0002020378,0.0002515236],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05636523,"threshold_uncertainty_score":0.9993355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06203305820822759,"score_gpt":0.3080617930624756,"score_spread":0.246028734854248,"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."}}