{"id":"W6929720774","doi":"10.5066/p9cwyqgu","title":"Alaska Science Center Data Sheets from Intracoelomic Transmitter Implant and Liver Biopsy Surgeries in Birds, 1993-2012","year":2022,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Implant; Tracking (education); Data quality; Center (category theory); Field (mathematics); Patient data; Needle biopsy","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":[0.0009355334,0.001261841,0.001076158,0.00269988,0.000746884,0.001227669,0.001695838,0.001039887,0.029446],"category_scores_gemma":[0.004178865,0.0005042924,0.0006924034,0.005242804,0.0003022107,0.0006427878,0.0009906046,0.001095712,0.0354332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001404071,"about_ca_system_score_gemma":0.002316416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03766828,"about_ca_topic_score_gemma":0.07571675,"domain_scores_codex":[0.9991952,0.0000818989,0.0001213878,0.0002529201,0.000244066,0.0001046183],"domain_scores_gemma":[0.9978787,0.0005076417,0.0003704242,0.0003477397,0.0006933357,0.0002022625],"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":[0.0001449739,0.00004768491,0.005579663,0.0008107548,0.00006330825,0.00004841234,0.00004726553,0.0004697418,0.0002286308,0.0003013593,0.9876052,0.00465307],"study_design_scores_gemma":[0.0002550083,0.00004854726,0.04120956,0.0005105813,0.00008427497,0.0001492958,0.0002480206,0.000472538,0.000762285,0.000760867,0.9554444,0.00005446397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004321584,0.00005981241,0.00003946393,0.00002515291,0.00001154872,0.000008085841,0.9988888,0.0001015139,0.0004335667],"genre_scores_gemma":[0.0006649571,0.00003830345,0.0001647831,0.00001890542,0.000003556359,0.00005246311,0.9986323,0.00001669217,0.0004081615],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03766828,"threshold_uncertainty_score":0.09850669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009640688032212437,"score_gpt":0.2276047152512742,"score_spread":0.2179640272190617,"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."}}