{"id":"W4394480534","doi":"10.6084/m9.figshare.23982606","title":"Animal Science","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.00105721,0.001414419,0.001021727,0.003919441,0.001067615,0.00208243,0.0022368,0.002030409,0.08932132],"category_scores_gemma":[0.007503306,0.0005197664,0.001196245,0.007749436,0.0003757406,0.001016014,0.001678056,0.001517217,0.09705471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002634552,"about_ca_system_score_gemma":0.004222153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08362076,"about_ca_topic_score_gemma":0.1859704,"domain_scores_codex":[0.9987937,0.0001697415,0.0001393977,0.0003370745,0.000371292,0.000188737],"domain_scores_gemma":[0.9955773,0.001530914,0.0003632104,0.0007048253,0.001405735,0.0004180018],"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":[0.00007331747,0.00002581584,0.001548591,0.001130607,0.00002308945,0.00003132672,0.00005170492,0.0002842914,0.0001495378,0.0007348982,0.9914114,0.004535455],"study_design_scores_gemma":[0.00007778398,0.000008694805,0.005097887,0.0003083457,0.0000160011,0.00003215853,0.00008524652,0.000165551,0.0001668917,0.0004892998,0.9935375,0.00001463698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001387555,0.00005652055,0.00003374629,0.00003723097,0.00001175046,0.000008146983,0.9985843,0.0001013082,0.0010284],"genre_scores_gemma":[0.0003269941,0.00005253009,0.0002063608,0.00003748796,0.000003667539,0.00004443048,0.9984483,0.00003482954,0.000845383],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9106787,"threshold_uncertainty_score":0.2988096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.380166596708004,"score_gpt":0.4535936987134155,"score_spread":0.07342710200541158,"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."}}