{"id":"W1978240628","doi":"10.1145/2046396.2046437","title":"AdaptableGIMP","year":2011,"lang":"en","type":"article","venue":"","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Waterloo","funders":"","keywords":"Computer science; Interface (matter); Task (project management); Human–computer interaction; User interface; Instant; World Wide Web; Programming language; Operating system; 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":[],"consensus_categories":[],"category_scores_codex":[0.001789897,0.001104892,0.0007326342,0.00079229,0.0005887729,0.002437166,0.003632801,0.00192255,0.01792018],"category_scores_gemma":[0.01133148,0.0007065604,0.0009314669,0.0007723829,0.0005044105,0.004271083,0.004269892,0.003268487,0.00999578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003527477,"about_ca_system_score_gemma":0.0006858004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001714887,"about_ca_topic_score_gemma":0.003427417,"domain_scores_codex":[0.998481,0.0003545344,0.0001099337,0.0003092853,0.0006221709,0.0001230732],"domain_scores_gemma":[0.9958696,0.001231499,0.0001610044,0.001731752,0.0007619258,0.0002442447],"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":[0.0007188115,0.0003134221,0.003257846,0.002011122,0.0002181621,0.001511844,0.002746027,0.007351075,0.02018656,0.06336724,0.2814291,0.6168888],"study_design_scores_gemma":[0.0001006722,0.0001527778,0.00170254,0.0002590727,0.0001062539,0.001128523,0.000267398,0.0444106,0.01337538,0.02941119,0.9089123,0.0001732932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.0115554,0.001368353,0.8472016,0.001351103,0.0009557063,0.0006522586,0.003372696,0.08745799,0.04608476],"genre_scores_gemma":[0.1428014,0.001894408,0.7269951,0.00244085,0.0005103176,0.001547912,0.01026924,0.01487278,0.09866813],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01792018,"threshold_uncertainty_score":0.05994892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08032625903140712,"score_gpt":0.2153472259671229,"score_spread":0.1350209669357157,"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."}}