{"id":"W3088272422","doi":"","title":"On Another Wavelength: The Cygnus Loop and Witch's Broom","year":2010,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Broom; Witch; Loop (graph theory); Astrophysics; Astronomy; Wavelength; Physics; Optics; Biology; Ecology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001244562,0.0001128469,0.0001957409,0.000002926882,0.0001723418,0.00001641988,0.0002549665,0.00002057873,0.0001347635],"category_scores_gemma":[0.000005560256,0.00005667193,0.0002326792,0.00002700599,0.0003071349,0.00002357075,0.0001010178,0.0004268157,5.042306e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003430213,"about_ca_system_score_gemma":0.0001501736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050835,"about_ca_topic_score_gemma":0.0008099534,"domain_scores_codex":[0.9993035,0.00002506199,0.0002228899,0.00007732346,0.000201394,0.0001697932],"domain_scores_gemma":[0.9993899,0.0001614765,0.0002089,0.0001299378,0.00004150688,0.00006826224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003312831,0.000687687,0.04360715,0.00002855563,0.002096869,5.30452e-7,0.001174284,0.004101353,0.008506769,0.7547351,0.1667738,0.01795672],"study_design_scores_gemma":[0.009210439,0.001406649,0.1485992,0.0003679556,0.0006933691,0.000006109864,0.00885066,0.02074136,0.125948,0.6175923,0.06479588,0.001788048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895336,0.00002872646,0.00008245828,0.003057556,0.0003111429,0.00005691959,0.00001485706,9.824379e-7,0.006913754],"genre_scores_gemma":[0.9988637,2.161922e-7,0.0002069868,0.0001850839,0.0003648601,0.000001053457,2.268932e-7,0.000008546686,0.0003693468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1371427,"threshold_uncertainty_score":0.9960808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002655492364817437,"score_gpt":0.1787326558907677,"score_spread":0.1760771635259503,"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."}}