{"id":"W4251606946","doi":"10.1002/bmb.53","title":"Websites of note","year":2007,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Promotion (chess); Set (abstract data type); Computer science; World Wide Web; Sociology; Multimedia; Psychology; Pedagogy; Politics; Political science","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":[0.00006606822,0.00005135636,0.00004889886,0.00002821722,0.000008688693,0.000001849106,0.00003332102,0.000103202,0.00001108005],"category_scores_gemma":[0.00002200865,0.0000510343,0.00001310525,0.00006337918,0.00004386623,0.000008717969,0.000005677559,0.00004312014,0.000002087126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001175239,"about_ca_system_score_gemma":0.00002498573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004224473,"about_ca_topic_score_gemma":1.567157e-7,"domain_scores_codex":[0.9997438,0.000002038373,0.00008674605,0.00006878838,0.00001976238,0.00007889192],"domain_scores_gemma":[0.9998401,0.00001127155,0.00001189925,0.00007230461,0.00001851025,0.00004592896],"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":[0.000001270932,0.00001744984,0.0003534656,0.0001230125,0.000006129919,8.716614e-8,0.00002440004,0.000002088813,0.9799725,0.0002977737,0.0002929383,0.01890891],"study_design_scores_gemma":[0.00003813703,0.000008600744,0.001964172,0.00001608728,0.000005899994,0.000005479192,0.0000299863,0.00005098198,0.9914976,0.0003583945,0.005962487,0.00006221484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673707,0.001996135,0.02788906,0.00009689548,0.0003509163,0.00002717656,0.000002142468,0.00004177282,0.002225185],"genre_scores_gemma":[0.997191,0.00004691978,0.002531943,0.00004096463,0.00007646404,0.000003179489,0.00005152952,0.000004852448,0.00005317339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982025,"threshold_uncertainty_score":0.2081119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002070056237877196,"score_gpt":0.2351202247297346,"score_spread":0.2330501684918574,"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."}}