{"id":"W2053901442","doi":"10.1145/1027933.1027965","title":"AROMA","year":2004,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Modalities; Modality (human–computer interaction); Computer science; Context (archaeology); Task (project management); Human–computer interaction; Point (geometry); Multimedia; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007552303,0.0009282973,0.0007153446,0.001528645,0.001097235,0.002432414,0.001483153,0.001258233,0.1503444],"category_scores_gemma":[0.001647201,0.0004666277,0.0009439273,0.001162511,0.000415912,0.002463063,0.002118241,0.0009956643,0.07897004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004377926,"about_ca_system_score_gemma":0.0005825188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007255356,"about_ca_topic_score_gemma":0.001065604,"domain_scores_codex":[0.999052,0.00006922368,0.00005651467,0.0002446458,0.0004518417,0.0001257617],"domain_scores_gemma":[0.9993825,0.0001297868,0.00006349287,0.0001333052,0.0002019651,0.00008892734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002657793,0.0004383952,0.003211927,0.004544518,0.0001729234,0.001833329,0.000539548,0.001507328,0.2564605,0.02586002,0.08257417,0.6201996],"study_design_scores_gemma":[0.00007892415,0.0005244064,0.002489331,0.0002053959,0.0001051526,0.001291352,0.0002194113,0.001407967,0.06887827,0.003470817,0.9212573,0.00007160041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07432093,0.01688504,0.0716446,0.003191325,0.005052255,0.0007315031,0.0114194,0.01342369,0.8033313],"genre_scores_gemma":[0.2922882,0.01083301,0.05452147,0.003623607,0.0009402481,0.0004562301,0.01384298,0.003588069,0.6199061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8496556,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4092599215596139,"score_gpt":0.4780730746125968,"score_spread":0.06881315305298297,"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."}}