{"id":"W4393825109","doi":"10.5281/zenodo.6917098","title":"StarNet","year":2022,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024967,0.004638096,0.002289121,0.00412505,0.001631821,0.003807099,0.005366551,0.00319449,0.09328106],"category_scores_gemma":[0.004201587,0.0009673227,0.002387047,0.003848197,0.0006046238,0.005738517,0.003199026,0.002291247,0.1335232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001931785,"about_ca_system_score_gemma":0.002344968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01698553,"about_ca_topic_score_gemma":0.02877473,"domain_scores_codex":[0.9983873,0.0001669384,0.0001129514,0.0006741678,0.0004187834,0.0002398526],"domain_scores_gemma":[0.999239,0.0001261631,0.00004002625,0.0002526152,0.0002641481,0.00007802857],"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":[0.0003373108,0.0001178847,0.001003959,0.0009589848,0.0001070647,0.0002318896,0.00007558698,0.005618811,0.001151656,0.00423668,0.9138703,0.07228992],"study_design_scores_gemma":[0.0001741354,0.0002103127,0.001201121,0.0003107977,0.00009873718,0.0005651771,0.0003225129,0.05890726,0.004110318,0.02061673,0.9133911,0.00009187882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0148907,0.006108347,0.04398065,0.001998927,0.002993175,0.0008097553,0.6837713,0.1451551,0.1002921],"genre_scores_gemma":[0.0143132,0.001420331,0.02404599,0.0009530238,0.0001489851,0.0004599885,0.9332091,0.00333586,0.02211359],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09328106,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0230696601606828,"score_gpt":0.2538510217517388,"score_spread":0.2307813615910561,"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."}}