{"id":"W4236392634","doi":"10.1002/bmb.20317","title":"Websites of note","year":2009,"lang":"en","type":"article","venue":"Biochemistry and Molecular Biology Education","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terminology; Style (visual arts); Computer science; GRASP; Population; Simple (philosophy); Sociology; Philosophy; Visual arts; Art; Linguistics; Epistemology; Programming language","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":[0.00005575214,0.0001094295,0.0001182918,0.00001874609,0.00003607667,0.000009275435,0.0001383135,0.0002137921,0.0001618172],"category_scores_gemma":[0.0001653875,0.0001124785,0.00004219474,0.00005946506,0.0001127706,0.00001667888,0.00002903314,0.0001233443,0.000003005578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002607026,"about_ca_system_score_gemma":0.0002229825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009015744,"about_ca_topic_score_gemma":1.237926e-7,"domain_scores_codex":[0.9993762,0.000008494808,0.0001530452,0.0002408915,0.00006175333,0.0001596158],"domain_scores_gemma":[0.99946,0.00001817038,0.00007585271,0.0002779958,0.00008223764,0.00008569541],"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":[0.00001180887,0.0001060936,0.001038525,0.0000908743,0.00001055325,8.951648e-7,0.00001997416,1.534848e-7,0.9821942,0.000601533,0.0002422135,0.01568315],"study_design_scores_gemma":[0.000131863,0.00001980109,0.0001316863,0.00002761648,0.00001225196,0.00002134749,0.00003959219,0.000009070194,0.9918254,0.002865185,0.004809408,0.0001067579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660197,0.001424523,0.0002110955,0.0008473312,0.00002721633,0.00002981479,0.00001236946,0.00002643865,0.03140144],"genre_scores_gemma":[0.9966951,0.00006638275,0.001323882,0.0001683963,0.00009487248,0.000006838649,0.000165817,0.000005383624,0.001473315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03067534,"threshold_uncertainty_score":0.4586741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005948173105289513,"score_gpt":0.3093947475775148,"score_spread":0.3034465744722253,"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."}}