{"id":"W1904979880","doi":"10.1093/mnras/stv1570","title":"Spin alignments within the cosmic web: a theory of constrained tidal torques near filaments","year":2015,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agence Nationale de la Recherche","keywords":"Physics; Galaxy; Spin (aerodynamics); Astrophysics; Protein filament","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":[0.0006933668,0.0002159661,0.0003027392,0.000009298996,0.0001913796,0.00005080514,0.0006445774,0.00005505402,0.0001197094],"category_scores_gemma":[0.00002263838,0.0001388024,0.0003507204,0.00008386213,0.0007150194,0.0001552784,0.000264273,0.0001986517,0.00001711012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379296,"about_ca_system_score_gemma":0.0002359434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003919394,"about_ca_topic_score_gemma":0.000008577871,"domain_scores_codex":[0.9984239,0.0001900387,0.0005642314,0.0002011412,0.0003305693,0.0002901397],"domain_scores_gemma":[0.9986578,0.0001088303,0.0006105036,0.0004109034,0.0001018424,0.0001101236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000667587,0.0001886861,0.8552341,0.00001425808,0.0003184264,1.1862e-9,0.003144475,0.1363816,0.00004420763,0.002739358,0.001811275,0.00005692095],"study_design_scores_gemma":[0.00126459,0.0001027427,0.7375367,0.00003706886,0.0001144479,8.781433e-9,0.005059773,0.2535223,0.000903503,0.001142328,0.0001440834,0.0001724585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981673,0.00002966091,0.00004785659,0.0002419674,0.0002489246,0.0003717967,0.0001614072,0.00001814081,0.0007129672],"genre_scores_gemma":[0.9977648,2.50202e-8,0.001774668,0.00001040454,0.0001322528,0.00002153547,0.0000274256,0.00001755987,0.0002513122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1176974,"threshold_uncertainty_score":0.5660198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009918913178127342,"score_gpt":0.2108652616851013,"score_spread":0.200946348506974,"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."}}