{"id":"W2606460684","doi":"10.1142/9789813226609_0227","title":"SPIDER: Probing the dawn of time from above the clouds","year":2017,"lang":"en","type":"article","venue":"","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"British Antarctic Survey; Natural Sciences and Engineering Research Council of Canada; David and Lucile Packard Foundation","keywords":"Spider; Astrobiology; Computer science; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001578592,0.00005456447,0.0001160647,0.000009491562,0.0002531834,0.000009535706,0.0002659268,0.0008080429,0.0005656377],"category_scores_gemma":[0.00009573111,0.00002073977,0.00005132664,0.00002259745,0.0003730882,0.00002073014,0.00008755948,0.0009805938,0.0001518564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003667417,"about_ca_system_score_gemma":0.00002227039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000244735,"about_ca_topic_score_gemma":0.00001542485,"domain_scores_codex":[0.9996355,0.00001272886,0.0001064553,0.00008819965,0.00006602734,0.00009105066],"domain_scores_gemma":[0.9990578,0.00006608561,0.00008283011,0.0007563056,0.00002220224,0.00001471732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008072738,0.0008598738,0.03023799,0.0001078763,0.003325842,0.0001492934,0.007061672,0.00001412643,0.3531506,0.2088114,0.2469657,0.1485084],"study_design_scores_gemma":[0.004259704,0.000822151,0.1467698,0.0005808642,0.001080767,0.0001606057,0.001587005,0.003367784,0.5767868,0.02000092,0.2441723,0.0004113198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5092986,0.0007278967,0.0002313113,0.3296717,0.0002957861,0.0003681252,0.000003283948,0.00008199237,0.1593213],"genre_scores_gemma":[0.9875526,0.0001590186,0.0001695562,0.001301558,0.00009207684,0.000002707803,0.000001707976,0.000005270502,0.01071544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4782541,"threshold_uncertainty_score":0.6232367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241955967588134,"score_gpt":0.2533192493571203,"score_spread":0.240899689681239,"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."}}