{"id":"W4306816501","doi":"10.21203/rs.3.rs-144241/v2","title":"The Sizes of Life","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tula Foundation; University of British Columbia","funders":"Mitacs; Office of International Science and Engineering; Tula Foundation; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001421444,0.0004836051,0.0005041548,0.001459135,0.001523106,0.004982702,0.0005846151,0.001504953,0.02082434],"category_scores_gemma":[0.01386374,0.0003555413,0.000406841,0.001047811,0.007457893,0.01542047,0.002476351,0.003615943,0.002491638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424112,"about_ca_system_score_gemma":0.0006243945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001236568,"about_ca_topic_score_gemma":0.0006457979,"domain_scores_codex":[0.9986703,0.000547372,0.00004208162,0.0002909891,0.0003532706,0.00009601424],"domain_scores_gemma":[0.9934175,0.004222253,0.0003245977,0.0009173036,0.0005857192,0.0005325802],"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":[0.00001245544,0.000002299148,0.0001035224,0.00001780325,0.000002711778,0.000008522826,0.0001973626,0.0001602349,0.0001239493,0.9880606,0.005066865,0.006243656],"study_design_scores_gemma":[0.000004065898,0.000003027138,0.000240308,0.00001509322,0.000002424483,0.00004177364,0.0001584503,0.000394961,0.0001101151,0.9575946,0.04143118,0.000003945158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05269704,0.02893637,0.03775451,0.05732325,0.003336444,0.00003611798,0.0007936258,0.0002643977,0.8188582],"genre_scores_gemma":[0.8696187,0.01128485,0.01381224,0.004070233,0.004501807,0.000186217,0.0006336516,0.0003282479,0.09556418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02082434,"threshold_uncertainty_score":0.06966436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08417553306666153,"score_gpt":0.411964637153625,"score_spread":0.3277891040869634,"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."}}