{"id":"W2898367221","doi":"10.1145/3281661","title":"SketchBlog #1","year":2018,"lang":"en","type":"article","venue":"interactions","topic":"Persona Design and Applications","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Publication; Field (mathematics); World Wide Web; Computer science; Internet privacy; Political science; Mathematics; Law","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":[0.000533675,0.0008746723,0.0005413871,0.00219397,0.001443729,0.004732935,0.001053485,0.001052949,0.6271971],"category_scores_gemma":[0.004636517,0.0005478176,0.0004507891,0.002163,0.000328376,0.003701878,0.002695221,0.001336141,0.4232702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007752085,"about_ca_system_score_gemma":0.001184919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003475468,"about_ca_topic_score_gemma":0.01241163,"domain_scores_codex":[0.9994876,0.00004402976,0.00002656559,0.0001043519,0.0002562693,0.00008114702],"domain_scores_gemma":[0.9979854,0.0003714824,0.00005584549,0.0004805218,0.0004456616,0.0006611101],"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":[0.0001103457,0.00002622769,0.0002354779,0.0002318345,0.000003114715,0.00005330662,0.0001016406,0.00009233266,0.0007904839,0.002929707,0.92758,0.06784548],"study_design_scores_gemma":[0.00001706264,0.00001192367,0.0002658736,0.00002376414,0.000001677805,0.00003373467,0.0000522291,0.0002024943,0.0002940638,0.0007031264,0.998386,0.000008005178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005318521,0.001896221,0.01388211,0.003444036,0.004744862,0.0007493846,0.0756681,0.1090374,0.7852593],"genre_scores_gemma":[0.01660899,0.001305306,0.009070321,0.0009770801,0.0006075924,0.0003332653,0.06873833,0.02110713,0.881252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6271971,"threshold_uncertainty_score":0.5317581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693957387864036,"score_gpt":0.3105616609275476,"score_spread":0.2836220870489072,"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."}}