{"id":"W4231035856","doi":"10.1126/science.369.6505.760","title":"Lucky strike","year":2020,"lang":"en","type":"article","venue":"Science","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geology","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":[0.0006137498,0.00005403901,0.0001079657,0.00009562506,0.0001358754,0.00002487871,0.0003118834,0.00001665853,0.0003235815],"category_scores_gemma":[0.001178889,0.00003680751,0.00002394475,0.001685337,0.001071839,0.000149923,0.0000844488,0.0001370056,0.0002889735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312622,"about_ca_system_score_gemma":0.0006853712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001121239,"about_ca_topic_score_gemma":0.000001061229,"domain_scores_codex":[0.998197,0.000006833988,0.00009422104,0.0003116272,0.00103191,0.0003584415],"domain_scores_gemma":[0.9989058,0.00002255055,0.0000175056,0.0001975869,0.0001374414,0.0007191584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001039775,0.00008687822,0.0464329,0.00007436335,0.000005234861,0.0002131114,0.003621666,0.000004548519,0.8413272,0.001836438,0.01111405,0.09517966],"study_design_scores_gemma":[0.003366406,0.002453655,0.4794891,0.0001529267,0.00003696829,0.0001866428,0.004075781,0.00956532,0.2125926,0.000380845,0.287347,0.0003527973],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9175162,0.000293179,0.0004926251,0.02644185,0.0002842425,0.0002468366,0.000001468228,0.00008986652,0.05463369],"genre_scores_gemma":[0.9916995,0.00003513077,0.0005863704,0.006307147,0.0002404025,0.000002535674,5.771158e-7,0.00000316703,0.001125191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6287346,"threshold_uncertainty_score":0.3949235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07622445697308142,"score_gpt":0.3800150443487829,"score_spread":0.3037905873757015,"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."}}