{"id":"W1601590095","doi":"10.1126/science.1087589","title":"The Crucial 80% of Life's Epic","year":2003,"lang":"en","type":"article","venue":"Science","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Geological Survey of Canada","funders":"","keywords":"EPIC; Earth (classical element); Astrobiology; Planet; History; Art history; Environmental ethics; Art; Philosophy; Literature; Biology; Astronomy","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":[0.0007183737,0.00004324576,0.00005745247,0.00002384555,0.0003835865,0.00007881701,0.0003717455,0.000006644805,0.0001178337],"category_scores_gemma":[0.0001043762,0.00002633597,0.00003091497,0.0004955721,0.0006985611,0.0001813986,0.00002603769,0.00004262311,0.0000455401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005015087,"about_ca_system_score_gemma":0.0004519635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005687582,"about_ca_topic_score_gemma":0.000004022018,"domain_scores_codex":[0.9992669,0.00001997079,0.0001056208,0.0001348818,0.0002446186,0.0002279649],"domain_scores_gemma":[0.9995922,0.00004238812,0.00005480973,0.0001843623,0.00004360988,0.00008263861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000009168834,0.00004248099,0.182911,0.000001181305,0.000004865208,1.9852e-7,0.0003768308,0.00005662438,0.02232889,0.7781835,0.0009058901,0.01517929],"study_design_scores_gemma":[0.001543362,0.0002917433,0.1764341,0.00004216938,0.0000230375,0.00000160766,0.008867319,0.0009628333,0.3402714,0.2606383,0.2101668,0.0007572608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9241114,0.00006036888,0.0004439902,0.0003112351,0.0008612075,0.00007763279,0.000001839379,0.000006367777,0.07412593],"genre_scores_gemma":[0.9993938,0.000001201384,0.0001317339,0.00002738089,0.0001012092,0.000002617449,8.25636e-8,0.000001417782,0.0003405087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5175452,"threshold_uncertainty_score":0.2950276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360530553000888,"score_gpt":0.2628718876460964,"score_spread":0.2492665821160875,"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."}}