{"id":"W3211526639","doi":"","title":"What Are the Most Essential Properties of Life","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004103587,0.00009533284,0.0001478194,0.00003128054,0.0001349348,0.00009358158,0.0002203965,0.00002143936,0.0002319888],"category_scores_gemma":[0.000004203181,0.00005721553,0.0001121125,0.00009304503,0.00004453064,0.0003428304,0.00003117616,0.0006839045,0.00006757791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705546,"about_ca_system_score_gemma":0.001152402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000089416,"about_ca_topic_score_gemma":0.00003046066,"domain_scores_codex":[0.9986605,0.00004334968,0.0002137235,0.00009367111,0.0001959157,0.0007928375],"domain_scores_gemma":[0.9994921,0.00001008298,0.0002132623,0.0001518291,0.00008605044,0.00004666732],"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":[0.0001954738,0.0003262997,0.2419035,0.00003239725,0.000980938,3.304126e-7,0.000679586,0.0006835829,0.006575409,0.7352896,0.001885982,0.01144683],"study_design_scores_gemma":[0.01116662,0.001809218,0.01868011,0.001189714,0.0005053082,0.0001476677,0.3870843,0.003363806,0.02647446,0.3996001,0.1476718,0.002306891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936016,0.00262266,0.0005280263,0.001741178,0.0006175108,0.00009965741,0.00000278979,0.000006389196,0.0007802017],"genre_scores_gemma":[0.9958632,0.0004074016,0.00000334917,0.0000595536,0.0007701245,0.000002339213,0.000001378289,0.00001147351,0.002881188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864047,"threshold_uncertainty_score":0.2971263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006477564974287769,"score_gpt":0.2088364886168404,"score_spread":0.2023589236425526,"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."}}