{"id":"W6890032672","doi":"10.3389/fvets.2020.00388.s002","title":"Data_Sheet_2_Assisting Decision-Making on Age of Neutering for 35 Breeds of Dogs: Associated Joint Disorders, Cancers, and Urinary Incontinence.pdf","year":2020,"lang":"en","type":"dataset","venue":"Figshare","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutering; Stifle joint; German Shepherd Dog; Breed; Labrador Retriever; Cruciate ligament; Epidemiology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00332375,0.0007421479,0.000935742,0.003506708,0.0008035934,0.001497588,0.001525837,0.001200112,0.2715108],"category_scores_gemma":[0.02272382,0.0006375475,0.0008644139,0.003488236,0.0002347872,0.001507986,0.00111724,0.001095647,0.07167184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359397,"about_ca_system_score_gemma":0.002241617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01438505,"about_ca_topic_score_gemma":0.01961635,"domain_scores_codex":[0.9985606,0.0003780442,0.0004888746,0.000135999,0.0002965247,0.0001399974],"domain_scores_gemma":[0.9718243,0.01274914,0.004014031,0.001381727,0.008745321,0.001285436],"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":[0.0005119342,0.0001955901,0.02264998,0.001493922,0.0000411776,0.0001014757,0.0002008227,0.0003193019,0.0001162826,0.0006164321,0.9305305,0.04322249],"study_design_scores_gemma":[0.001272061,0.0003486167,0.1718204,0.002547577,0.0001012558,0.0003573,0.001347453,0.001412137,0.001027024,0.001989601,0.8176251,0.0001514828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002536827,0.0001137797,0.0007406789,0.0009768145,0.0001036358,0.001955735,0.9774041,0.0008553527,0.01531307],"genre_scores_gemma":[0.03265135,0.0009692355,0.01343203,0.002651427,0.0002748627,0.02047149,0.9041334,0.0005570211,0.02485925],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7284892,"threshold_uncertainty_score":0.9082943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614033846536296,"score_gpt":0.2860301656460406,"score_spread":0.2398898271806776,"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."}}