{"id":"W2895428149","doi":"10.1126/science.362.6410.118","title":"More than my publications","year":2018,"lang":"en","type":"article","venue":"Science","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00479993,0.001208692,0.001185073,0.003298921,0.005671852,0.02890381,0.002296021,0.004509133,0.5755022],"category_scores_gemma":[0.02841106,0.0006003032,0.001133735,0.004439671,0.001969877,0.01280647,0.008513037,0.006255649,0.4917468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003328405,"about_ca_system_score_gemma":0.005741475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001638519,"about_ca_topic_score_gemma":0.002871964,"domain_scores_codex":[0.9904819,0.001582137,0.0004277257,0.001199495,0.005468004,0.0008406912],"domain_scores_gemma":[0.9715768,0.002328315,0.001903971,0.002914296,0.01298508,0.00829157],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008691682,0.00001227002,0.0001056709,0.0001158161,0.000004898158,0.00005750807,0.0001461653,0.000009564689,0.00009487085,0.003727303,0.9700941,0.02562317],"study_design_scores_gemma":[0.000001724878,0.000004712062,0.00006351894,0.00008891407,0.000001741139,0.00008759137,0.000101812,0.000004664539,0.00002526469,0.0003724588,0.9992439,0.000003723128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001320146,0.01879933,0.001594031,0.1640729,0.144696,0.0001693952,0.002246021,0.002106088,0.664996],"genre_scores_gemma":[0.005058503,0.006556511,0.0008986194,0.03089257,0.02128179,0.00008568902,0.001216952,0.001366868,0.9326426],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9952001,"threshold_uncertainty_score":0.6054946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2213359219247196,"score_gpt":0.4637748342576168,"score_spread":0.2424389123328973,"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."}}