{"id":"W40376721","doi":"10.1017/s0252921100056608","title":"Energy Balance in Circumstellar Envelopes","year":2000,"lang":"en","type":"article","venue":"International Astronomical Union Colloquium","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stars; Physics; Astrophysics; Ionization; Mean kinetic temperature; Circumstellar envelope; Kinetic energy; Energy balance; Circumstellar dust; Radiation; Ion; Optics; Classical mechanics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007329891,0.0001410644,0.0001681463,0.00007393126,0.00006200922,0.00005479599,0.0002388506,0.00002456815,0.004912095],"category_scores_gemma":[0.000001166204,0.0001434764,0.00008506002,0.0001074961,0.00004947087,0.0002137996,0.00005361487,0.0001027365,0.0002077564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007186038,"about_ca_system_score_gemma":0.00003435583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912373,"about_ca_topic_score_gemma":0.00000688987,"domain_scores_codex":[0.9990595,0.00003494489,0.0003147226,0.0002134444,0.0001604382,0.0002169248],"domain_scores_gemma":[0.9996811,0.00003336009,0.00006411927,0.0001140608,0.00004763257,0.0000597112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001341491,0.0005551539,0.2902947,0.000003045049,0.0002467419,0.000002757173,0.0002888834,0.01357239,0.0002703407,0.1609068,0.005781156,0.5279439],"study_design_scores_gemma":[0.00324644,0.0001139825,0.192489,0.00005358049,0.00001473699,0.000001355659,0.0005561734,0.03693347,0.001145653,0.01300375,0.7517099,0.0007319844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877717,0.00001307415,0.01676984,0.000835402,0.0003961363,0.00008525945,0.0001303832,0.00002718768,0.09397102],"genre_scores_gemma":[0.9949908,0.000004731468,0.0006212929,0.00006337638,0.000397075,0.0000264461,0.00009574669,0.00001100681,0.003789479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7459287,"threshold_uncertainty_score":0.9959975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005023552582536402,"score_gpt":0.2124892181507922,"score_spread":0.2074656655682558,"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."}}