{"id":"W4207016235","doi":"10.1109/mspec.2021.9531019","title":"Contributors","year":2021,"lang":"en","type":"article","venue":"IEEE Spectrum","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002677506,0.000999197,0.0006551507,0.00301204,0.003456949,0.006998806,0.001971501,0.002608356,0.4335216],"category_scores_gemma":[0.02544133,0.0003750501,0.0006263625,0.00214797,0.0009686444,0.004148221,0.003283056,0.003163996,0.3328502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003639943,"about_ca_system_score_gemma":0.004197418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371344,"about_ca_topic_score_gemma":0.005524395,"domain_scores_codex":[0.9961748,0.0004923905,0.0002248533,0.0007335947,0.002014232,0.0003602444],"domain_scores_gemma":[0.9776182,0.001844476,0.000533294,0.002310281,0.01491779,0.002776037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001311512,0.000004310398,0.00008608595,0.00004903804,0.00000138233,0.00004210124,0.0001004034,0.00002037479,0.00006881656,0.004277325,0.9727135,0.02262364],"study_design_scores_gemma":[0.000001640117,0.000001978151,0.00008086403,0.00003601893,7.945713e-7,0.00004049258,0.00005948307,0.00001307582,0.00004056033,0.0005074889,0.999215,0.00000254798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001140853,0.00507573,0.004969965,0.06143301,0.3054041,0.0003617129,0.005713749,0.002420888,0.6134801],"genre_scores_gemma":[0.00487484,0.001777419,0.001322677,0.008127352,0.0120411,0.0001103427,0.002194994,0.0008825949,0.9686687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5664784,"threshold_uncertainty_score":0.8080127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01010743551360737,"score_gpt":0.2478878755257894,"score_spread":0.237780440012182,"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."}}