{"id":"W7029351202","doi":"","title":"An Investigation into the Accretion Processes of Young Stellar Objects","year":2023,"lang":"en","type":"dissertation","venue":"Trinity's Access to Research Output (TARA) (Trinity College Dublin)","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protostar; Accretion (finance); Young stellar object; Stars; Star formation; T Tauri star; Herbig Ae/Be star","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01212013,0.0007037718,0.001246156,0.002354449,0.004460989,0.001777143,0.004903917,0.0009817552,0.000172857],"category_scores_gemma":[0.02675425,0.0006025792,0.000308109,0.01351385,0.001582142,0.002043519,0.001009185,0.002458204,0.0002877662],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008715939,"about_ca_system_score_gemma":0.006582242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04243775,"about_ca_topic_score_gemma":0.5777291,"domain_scores_codex":[0.9856194,0.003740821,0.001460059,0.00150749,0.00600983,0.001662349],"domain_scores_gemma":[0.9837916,0.005605822,0.0007815076,0.00126537,0.007670196,0.0008855312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007378475,0.003451045,0.02882534,0.01179796,0.001537189,0.0002689092,0.6853567,0.0003215059,0.001545996,0.07588743,0.1329226,0.0507068],"study_design_scores_gemma":[0.003880272,0.003282283,0.2025868,0.003205627,0.000614839,0.00000351604,0.5989028,0.0005039357,0.02205622,0.03864892,0.122406,0.003908705],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672029,0.0003331475,0.000009308894,0.01082795,0.001460963,0.005544094,0.0003282597,0.0004417063,0.01385166],"genre_scores_gemma":[0.9577492,0.002410033,0.00008789153,0.0001370426,0.001319338,0.0009107086,0.001061291,0.0001307455,0.03619375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5352914,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1771181948005893,"score_gpt":0.4646521621829972,"score_spread":0.2875339673824079,"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."}}