{"id":"W4243917341","doi":"10.1002/bmb.20657","title":"Websites of note","year":2012,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Computer science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009411537,0.00003900401,0.00007141048,0.000008845384,0.00001448306,9.437248e-7,0.00002533037,0.00009427387,0.00009592544],"category_scores_gemma":[0.0001644054,0.00002404455,0.00001994276,0.00004715127,0.0001660171,0.00000789862,0.00001490506,0.0000359543,0.000003701989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004224079,"about_ca_system_score_gemma":0.00005866203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006373226,"about_ca_topic_score_gemma":2.666624e-8,"domain_scores_codex":[0.9997154,0.00001130629,0.00007134787,0.00008166049,0.00003019484,0.00009012463],"domain_scores_gemma":[0.9997694,0.00001427534,0.00002911517,0.00005767074,0.00002275241,0.0001067571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007400085,0.0001102802,0.06365651,0.00002556237,0.000003576317,6.563006e-8,0.000008805309,1.030085e-9,0.9234427,0.0005775202,0.0001348728,0.01203274],"study_design_scores_gemma":[0.00008247643,0.00007443326,0.0283462,0.0000171815,0.00001688574,0.00002079621,0.00004289793,9.435637e-7,0.9635602,0.0005882697,0.007210624,0.00003915152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925426,0.002374515,0.0002144291,0.001274321,0.00008932643,0.00004080968,0.000001297039,0.000005589297,0.003457097],"genre_scores_gemma":[0.9975221,0.00004601128,0.001367462,0.0006997791,0.0001131242,0.000004237601,0.00003673289,8.334027e-7,0.0002097881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04011746,"threshold_uncertainty_score":0.1050316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058311660668432,"score_gpt":0.3225196411092102,"score_spread":0.3119365245025259,"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."}}