{"id":"W4400702683","doi":"10.48550/arxiv.2407.09613","title":"Shadows Wreak Havocs in Transition Disks","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transition (genetics); Economic geography; Computer science; Geography; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001966837,0.0003746618,0.0004084938,0.0003734264,0.0007265706,0.001257099,0.000544806,0.0006737557,0.00190376],"category_scores_gemma":[0.001281037,0.0002748262,0.0004713597,0.0002324879,0.0008807132,0.0008536518,0.001176579,0.0006072255,0.0001525944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006381375,"about_ca_system_score_gemma":0.0004358422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107109,"about_ca_topic_score_gemma":0.005275581,"domain_scores_codex":[0.9998956,0.00001802757,0.000004245571,0.00002046334,0.00001485797,0.00004678953],"domain_scores_gemma":[0.9996827,0.0001053537,0.00004750246,0.00003593051,0.00002262593,0.0001059164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001217507,0.0004126787,0.05843068,0.0001821232,0.0001935008,0.001798338,0.00109153,0.8884531,0.02680327,0.01000943,0.002481346,0.008926519],"study_design_scores_gemma":[0.0002956685,0.000232996,0.02362769,0.00003232648,0.00006057915,0.0002338067,0.0006310703,0.9632909,0.003261729,0.006027901,0.002259299,0.00004596837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955074,0.0001763141,0.001468851,0.0001342638,0.00002335053,0.00001018551,0.0001165127,0.00008651459,0.002476606],"genre_scores_gemma":[0.9989232,0.00004425227,0.0006306751,0.00003309446,0.000007173072,0.000004709423,0.00007646369,0.00002874792,0.0002516922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0107109,"threshold_uncertainty_score":0.0212971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422357640844254,"score_gpt":0.1875407963306139,"score_spread":0.1453050322461885,"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."}}