{"id":"W6986975304","doi":"","title":"Research viewpoints by IRC : technology roadmap unveiled at CABA conference","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Viewpoints; Technology roadmap; Technology forecasting; Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01604688,0.0008072293,0.001156298,0.00622253,0.005043839,0.01380922,0.002248303,0.01020654,0.07635544],"category_scores_gemma":[0.02403507,0.0005883362,0.001284271,0.006133242,0.001641861,0.006775095,0.002548669,0.01205794,0.03249686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01608087,"about_ca_system_score_gemma":0.04565249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0588204,"about_ca_topic_score_gemma":0.08180528,"domain_scores_codex":[0.9878579,0.002404626,0.0004702363,0.000936338,0.007019124,0.001311781],"domain_scores_gemma":[0.9559655,0.002586188,0.0006378341,0.001360039,0.03524206,0.004208316],"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":[0.0000866936,0.0000422092,0.0002324224,0.0002678395,0.000007324122,0.0001454941,0.0002549386,0.0001772899,0.0009679171,0.01601256,0.9485884,0.03321703],"study_design_scores_gemma":[0.0000119786,0.00002169946,0.0004127586,0.0002321052,0.00001152615,0.00003856816,0.0004304987,0.0001531066,0.0004713545,0.002331168,0.9958665,0.00001881258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002481624,0.02128554,0.005609046,0.589503,0.09740233,0.0004022275,0.002811679,0.0008098031,0.2796948],"genre_scores_gemma":[0.0547557,0.03231244,0.02938376,0.08759205,0.02766856,0.0004282203,0.005083931,0.001747701,0.7610277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07635544,"threshold_uncertainty_score":0.2554344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3282812542376848,"score_gpt":0.4363870582806157,"score_spread":0.1081058040429309,"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."}}