{"id":"W2952724634","doi":"10.15173/sciential.v1i2.2104","title":"Origins of Life Lab at McMaster University","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Earth Systems and Cosmic Evolution","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Astrobiology; Planet; Solar System; Engineering; Astronomy; Physics","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":["insufficient_payload"],"category_scores_codex":[0.001848274,0.0001830758,0.0002760739,0.0004667827,0.0008439101,0.000248065,0.0009140913,0.00006150251,0.0092715],"category_scores_gemma":[0.00003962934,0.0001469904,0.0001516027,0.001519687,0.0008525458,0.001674021,0.0001073387,0.0002547791,0.001270619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537677,"about_ca_system_score_gemma":0.0006410619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008862276,"about_ca_topic_score_gemma":0.0007126757,"domain_scores_codex":[0.9967746,0.0001094484,0.000436458,0.0004975333,0.001478113,0.0007038376],"domain_scores_gemma":[0.9984588,0.00003741119,0.0004255835,0.0002490853,0.0002858885,0.0005432043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002239591,0.00005163882,0.9621897,0.00004523756,0.00003508967,0.00001552643,0.0005712836,0.005652989,0.01163875,0.002641529,0.001554369,0.01537993],"study_design_scores_gemma":[0.002592562,0.0007358499,0.8379081,0.0001690108,0.00004761295,0.0003778781,0.001817769,0.03005171,0.00104554,0.001950103,0.1226168,0.0006870694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692405,0.0001155059,0.0003520892,0.0005891149,0.002711397,0.0001706736,0.00002766261,0.00002154236,0.02677146],"genre_scores_gemma":[0.9861583,0.00002866557,0.0005886241,0.0001264632,0.0001543865,3.905157e-8,0.000003448245,0.000003734534,0.01293633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242816,"threshold_uncertainty_score":0.999507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226864625352911,"score_gpt":0.1994739115333674,"score_spread":0.1872052652798383,"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."}}