{"id":"W2044066699","doi":"10.1088/0004-637x/723/1/563","title":"NUMERICAL SIMULATIONS OF THERMOHALINE CONVECTION: IMPLICATIONS FOR EXTRA-MIXING IN LOW-MASS RGB STARS","year":2010,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Convection; Stars; Radiative transfer; RGB color model; Stability (learning theory); Computer simulation","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":[0.0001263984,0.0001345076,0.0002358217,0.0000469509,0.000347482,0.00004916913,0.000212998,0.00002244899,0.0001011542],"category_scores_gemma":[0.0000118857,0.00009418031,0.0001958894,0.0002100097,0.0001201637,0.0001702285,0.00002665866,0.0004499413,0.000005910503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000148754,"about_ca_system_score_gemma":0.00006222901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001820624,"about_ca_topic_score_gemma":0.000001538193,"domain_scores_codex":[0.9990491,0.00004139236,0.0004122149,0.0001170972,0.000138706,0.0002415048],"domain_scores_gemma":[0.9990233,0.0002218806,0.0002630092,0.0002026244,0.0002178853,0.00007128395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002475019,0.001235804,0.02122748,0.00002270196,0.0004349727,6.845756e-7,0.001737268,0.08497955,0.4780117,0.3596821,0.0005408708,0.05187943],"study_design_scores_gemma":[0.006829337,0.0007780679,0.4065067,0.0001311879,0.0002999144,0.00001467091,0.002842315,0.1629105,0.0143436,0.4011537,0.003104069,0.001085962],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5456055,0.000003928673,0.4530272,0.0007836805,0.0001388378,0.0001556001,0.00008671349,0.000006453695,0.0001919718],"genre_scores_gemma":[0.9926853,8.32078e-7,0.006463347,0.00002068465,0.0007467276,0.00002394095,0.00001787499,0.00001454739,0.00002675663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4636681,"threshold_uncertainty_score":0.3840562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431041724634027,"score_gpt":0.278554135003334,"score_spread":0.2642437177569937,"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."}}