{"id":"W2200250972","doi":"10.1088/0004-637x/805/2/115","title":"VARIABLE PROTOSTELLAR ACCRETION WITH EPISODIC BURSTS","year":2015,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Gravitational instability; Accretion (finance); Angular momentum; Gravitation; Accretion disc; Instability; Luminosity; Protostar","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":[0.0001372859,0.0004180888,0.0002758953,0.0003123429,0.0002437763,0.000527751,0.0008138395,0.0006008954,0.0008426431],"category_scores_gemma":[0.0007832115,0.0001399683,0.0004672904,0.0004205908,0.0003046052,0.0003474405,0.0004517522,0.0002847136,0.0001087317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524239,"about_ca_system_score_gemma":0.0002513585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005781669,"about_ca_topic_score_gemma":0.001994638,"domain_scores_codex":[0.9999226,0.00001516965,0.000005254726,0.00001870225,0.00001492769,0.00002333422],"domain_scores_gemma":[0.9997841,0.00005544606,0.00007173372,0.00003057916,0.00001972288,0.00003846798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001042129,0.00006021509,0.06312567,0.00004345498,0.00006425464,0.000641945,0.00009497072,0.9212064,0.003919387,0.005418682,0.0003531647,0.004967682],"study_design_scores_gemma":[0.00002247229,0.00002689206,0.01209482,0.0000056407,0.00001595522,0.0001223204,0.00002184367,0.9846771,0.0008816028,0.001545231,0.0005795422,0.000006510405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795216,0.0003582119,0.01739534,0.00006623969,0.00002082242,0.00002306356,0.0002193966,0.0001497445,0.002245697],"genre_scores_gemma":[0.9978765,0.000063179,0.001552707,0.000009239613,0.00001044618,0.00001230322,0.0001002828,0.00001467262,0.0003605915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005781669,"threshold_uncertainty_score":0.01149607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01408652890113445,"score_gpt":0.2332552927570683,"score_spread":0.2191687638559338,"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."}}