{"id":"W2035843871","doi":"10.1051/0004-6361/201220477","title":"The Earliest Phases of Star Formation (EPoS): a Herschel key project. The thermal structure of low-mass molecular cloud cores","year":2013,"lang":"en","type":"article","venue":"University of Groningen research database (University of Groningen / Centre for Information Technology)","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Protostar; Astrophysics; Molecular cloud; Star formation; Stars; Astronomy; Thermal; Context (archaeology); Black-body radiation; Line-of-sight; Radiation","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":[],"consensus_categories":[],"category_scores_codex":[0.0003332261,0.0001549169,0.0002807662,0.0003956236,0.000880325,0.00002507097,0.0008817964,0.00008551506,0.00009379904],"category_scores_gemma":[0.00004455157,0.0001345732,0.0001551457,0.0006250362,0.001185924,0.00155474,0.000464526,0.0002912664,0.000006501019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006480355,"about_ca_system_score_gemma":0.0001842784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553079,"about_ca_topic_score_gemma":0.00009838622,"domain_scores_codex":[0.9986194,0.00008195122,0.0003019068,0.0001364685,0.0004944887,0.0003657733],"domain_scores_gemma":[0.9972153,0.0001649095,0.000735401,0.0004568385,0.001381,0.00004651085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.003293624,0.0009495363,0.01401809,0.002608256,0.00469644,0.000005009873,0.1089081,0.003498093,0.0912954,0.6144028,0.0409759,0.1153487],"study_design_scores_gemma":[0.006583473,0.001035249,0.002687927,0.0005234603,0.0003510521,0.000001495462,0.8317169,0.030951,0.06870346,0.004972178,0.0517965,0.0006772882],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635513,0.00008840536,0.03195468,0.0005297633,0.00003743301,0.001179626,0.001625806,0.00002567276,0.001007292],"genre_scores_gemma":[0.9946121,0.0000583652,0.004786307,0.000002596486,0.00001136901,6.875306e-7,0.0004418104,0.00000647589,0.0000802706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7228088,"threshold_uncertainty_score":0.6770838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124569634713772,"score_gpt":0.2322411784105528,"score_spread":0.2197842149391756,"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."}}