{"id":"W6910451744","doi":"10.4224/23003368","title":"Interstellar messengers","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00005118657,0.00005598955,0.00006886631,0.00003191271,0.00005551057,0.000009963523,0.000108254,0.00002407292,0.006882632],"category_scores_gemma":[0.000004113818,0.00005085247,0.00003162733,0.00008197755,0.00009804076,0.00003921972,0.00003341255,0.00007993116,0.0006683046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005059974,"about_ca_system_score_gemma":0.000009495362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004375491,"about_ca_topic_score_gemma":0.00000230143,"domain_scores_codex":[0.9996347,0.00001033112,0.00006476326,0.0001156842,0.00003946327,0.0001350232],"domain_scores_gemma":[0.9997398,0.00001644092,0.00001576036,0.0001725613,0.00002976857,0.00002567499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000586486,0.0001378579,0.121304,0.000008909561,0.0002201734,0.000006194034,0.002815241,4.460947e-7,0.3055069,0.3394673,0.02451825,0.2060089],"study_design_scores_gemma":[0.0006988471,0.0002237572,0.000238053,0.00003167804,0.00004565333,0.000009483728,0.02815774,0.0003030594,0.6834345,0.1260229,0.1603817,0.0004526419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7872115,0.000004603289,0.0005941652,0.0003844522,0.000213056,0.00002369383,0.000001241689,0.00007506594,0.2114922],"genre_scores_gemma":[0.9980243,2.285672e-7,0.00108149,0.00006547356,0.0003670863,0.000003206109,0.000002207983,0.000007867339,0.0004481436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3779276,"threshold_uncertainty_score":0.9940252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419506680977528,"score_gpt":0.252957083226037,"score_spread":0.2387620164162618,"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."}}