{"id":"W2972003170","doi":"10.3847/1538-4365/ab4257","title":"Dust Polarization toward Embedded Protostars in Ophiuchus with ALMA. III. Survey Overview","year":2019,"lang":"en","type":"article","venue":"The Astrophysical Journal Supplement Series","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Astronomical Observatory of Japan; National Research Foundation of Korea; Space Telescope Science Institute; National Research Foundation; National Institutes of Natural Sciences; National Aeronautics and Space Administration; National Radio Astronomy Observatory; Korea Astronomy and Space Science Institute; National Science Foundation","keywords":"Physics; Polarization (electrochemistry); Protostar; Astrophysics; Ophiuchus; Polarization in astronomy; Degree of polarization; Linear polarization; Young stellar object; Polarimetry; Astronomy; Optics; Molecular cloud; Stars; Star formation; Scattering; Laser","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":[0.0003126251,0.0003193838,0.0002215693,0.005001805,0.0004728547,0.0008559451,0.0002837735,0.0002443204,0.001205512],"category_scores_gemma":[0.0003663167,0.000166226,0.0002568523,0.002836732,0.000221791,0.0004061863,0.0008088271,0.0001645353,0.0003542191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004475536,"about_ca_system_score_gemma":0.000332767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01640646,"about_ca_topic_score_gemma":0.02188831,"domain_scores_codex":[0.9997004,0.00003022476,0.0000267905,0.00008993429,0.00006650871,0.00008609691],"domain_scores_gemma":[0.9994242,0.00006332444,0.0001825199,0.00004509993,0.0001308912,0.0001539429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003828695,0.00001831729,0.9861243,0.00004675705,0.00003350772,0.00009426897,0.0001601951,0.00004250698,0.003393156,0.00004394492,0.0003531123,0.009651643],"study_design_scores_gemma":[9.046094e-7,0.00001527743,0.9984576,0.000005719047,0.00000902416,0.0001317506,0.0001415281,0.00005598195,0.0003538806,0.00001130065,0.0008153751,0.000001666092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920108,0.001171024,0.0003744923,0.00005612343,0.000006569786,0.0000371966,0.003743272,0.00005605688,0.002544411],"genre_scores_gemma":[0.9926789,0.0008451298,0.0007525692,0.00005963463,0.00002693376,0.0000234825,0.004892183,0.00001041114,0.0007107784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01640646,"threshold_uncertainty_score":0.03262198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756044127905601,"score_gpt":0.2584969044207887,"score_spread":0.2409364631417326,"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."}}