{"id":"W4385470674","doi":"10.12723/mjs.59.3","title":"Identification of a rare class of emission-line stars in transition between pre-main sequence to Main Sequence phase","year":2021,"lang":"en","type":"article","venue":"Mapana Journal of Sciences","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Stars; T Tauri star; Herbig Ae/Be star; Physics; Sequence (biology); Astrophysics; K-type main-sequence star; Main sequence; Phase (matter); Astronomy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009448521,0.00008998941,0.0002901826,0.0001548728,0.00007734318,0.0000265084,0.0002266747,0.00002241516,0.00005123225],"category_scores_gemma":[0.00006851918,0.00007457133,0.0000702896,0.0005717224,0.0001825647,0.0002355994,0.00002011938,0.0001071726,7.910448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002806329,"about_ca_system_score_gemma":0.0002364885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001454479,"about_ca_topic_score_gemma":0.00001833195,"domain_scores_codex":[0.9985174,0.00009975921,0.0006492296,0.0001619842,0.0004157284,0.0001558986],"domain_scores_gemma":[0.9990444,0.0001823085,0.0004300421,0.00008818744,0.0001802558,0.00007478725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001115759,0.000314717,0.6384546,0.0001040571,0.00009556395,0.00003185274,0.007727935,0.006960985,0.3226929,0.0002939125,0.0002761678,0.02293582],"study_design_scores_gemma":[0.003100863,0.001423785,0.4498,0.001512349,0.0002563407,0.00006444364,0.02005232,0.004174267,0.5080529,0.01074965,0.0002861554,0.0005269842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938591,0.0002113901,0.004530537,0.0008102453,0.00008489534,0.00008287701,0.0001016869,0.000001433507,0.0003178034],"genre_scores_gemma":[0.9989988,0.00002911407,0.0008117818,0.000023431,0.00008512193,0.000001126068,0.000008712212,0.000002637043,0.00003930805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1886546,"threshold_uncertainty_score":0.3040931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466842520834422,"score_gpt":0.3235144929646432,"score_spread":0.2788460677562989,"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."}}