{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108047,0.0008812047,0.0007729576,0.003980506,0.002457843,0.005925986,0.001588311,0.002045742,0.8085608],"category_scores_gemma":[0.009257245,0.0003771136,0.0004995274,0.005620513,0.0004919572,0.006100777,0.003102114,0.002195457,0.7467179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214708,"about_ca_system_score_gemma":0.001650297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003757066,"about_ca_topic_score_gemma":0.006622024,"domain_scores_codex":[0.9990934,0.0001183365,0.00006116951,0.0001523087,0.00045517,0.0001195124],"domain_scores_gemma":[0.9931414,0.001299132,0.0002808143,0.001136185,0.002873896,0.001268716],"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":[0.00001971405,0.00001821929,0.000111474,0.0001136733,0.000001341191,0.00004088477,0.0000639472,0.00001116392,0.0001460133,0.002127262,0.9681088,0.02923742],"study_design_scores_gemma":[0.000003476932,0.000004045801,0.0002024527,0.0000450171,9.889826e-7,0.00003421296,0.00005687858,0.00001743229,0.00005404567,0.0004562168,0.9991198,0.000005412404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001039665,0.001070991,0.002965053,0.003991158,0.003958956,0.0003009137,0.05672938,0.01797208,0.9119717],"genre_scores_gemma":[0.003765383,0.0008765045,0.003087321,0.003498266,0.0009385199,0.0002400383,0.05192424,0.006260127,0.9294096],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8085608,"threshold_uncertainty_score":0.2730646,"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."}}