{"id":"W2098478473","doi":"10.1186/1471-2105-7-534","title":"iHOPerator: user-scripting a personalized bioinformatics Web, starting with the iHOP website","year":2006,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care","funders":"Natural Sciences and Engineering Research Council of Canada; Genome British Columbia; Genome Alberta; Michael Smith Health Research BC; Genome Canada","keywords":"World Wide Web; Computer science; Scripting language; Web page; Web navigation; Client-side scripting; Web development; Dynamic web page; Context (archaeology); User interface; Web design; Web service; Static web page","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006921848,0.0003380366,0.0003855924,0.0003909792,0.001090838,0.003242039,0.001726615,0.0000764915,0.0001971351],"category_scores_gemma":[0.0009830035,0.0001791093,0.0001712005,0.001935101,0.0003472671,0.001421385,0.0006941092,0.0002620846,0.001383621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007943581,"about_ca_system_score_gemma":0.0002359479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005930751,"about_ca_topic_score_gemma":0.0003514321,"domain_scores_codex":[0.9945096,0.0001331595,0.001636199,0.0003845074,0.002622563,0.000713907],"domain_scores_gemma":[0.9957788,0.001008314,0.0009209954,0.00170426,0.000447231,0.0001404189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001046712,0.0001374791,0.02431348,0.000185794,0.00006959176,0.000009327985,0.008823227,0.02681224,0.00005440088,0.01362235,0.8946576,0.0312099],"study_design_scores_gemma":[0.0006848105,0.00004528916,0.001027802,0.00004593236,0.00002915478,0.0000107661,0.01496828,0.7259418,0.00002254149,0.0002498426,0.2567044,0.0002693877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1863161,0.0001527017,0.7452836,0.002034846,0.001147814,0.001070604,0.0001533249,0.0004962094,0.06334484],"genre_scores_gemma":[0.1718795,0.000009466436,0.797036,0.00403974,0.0005453575,0.00004748636,0.0001547605,0.00006415339,0.02622352],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6991296,"threshold_uncertainty_score":0.9993939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658434519539109,"score_gpt":0.3047877373377604,"score_spread":0.2389442853838495,"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."}}