{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001057728,0.001068433,0.0006977145,0.0008382261,0.007183374,0.005683053,0.0007703321,0.00241779,0.05185869],"category_scores_gemma":[0.004250016,0.000281729,0.0005654495,0.0004338874,0.001758756,0.00199804,0.002867172,0.007717026,0.0292273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002245125,"about_ca_system_score_gemma":0.002319451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01916882,"about_ca_topic_score_gemma":0.04856092,"domain_scores_codex":[0.9990833,0.0001779304,0.00003673799,0.0001744655,0.0003177494,0.0002098771],"domain_scores_gemma":[0.9983897,0.00009703985,0.00009092469,0.000153019,0.0006387152,0.0006304946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001051986,0.000039071,0.002227585,0.00009810476,0.00004306669,0.0007598541,0.001607354,0.00006659176,0.0008086854,0.005376077,0.9563425,0.03252598],"study_design_scores_gemma":[0.00000801326,0.00002993793,0.002421268,0.0001122087,0.000009862421,0.0005732388,0.002157959,0.00004566553,0.0001800409,0.001062484,0.993383,0.00001630731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02920239,0.02986028,0.004089477,0.3876891,0.1070203,0.0001501878,0.003022069,0.002468803,0.4364974],"genre_scores_gemma":[0.1067445,0.01131916,0.00235479,0.1494342,0.01431226,0.00005683551,0.001838502,0.0010067,0.7129329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9481413,"threshold_uncertainty_score":0.1734846,"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."}}