{"id":"W3012021395","doi":"10.1075/idj.25.1.04kos","title":"Belief at first sight","year":2020,"lang":"en","type":"article","venue":"Information Design Journal","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"Alberta Innovates; European Commission; University of Calgary","keywords":"Objectivity (philosophy); Computer science; Representation (politics); Visualization; Credibility; Epistemology; Information visualization; Context (archaeology); Interpretation (philosophy); Data science; Human–computer interaction; Sociology; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002415209,0.0000712148,0.00007416218,0.00008110714,0.0002812578,0.000603501,0.0005421123,0.0000291544,0.0002498566],"category_scores_gemma":[0.0001261512,0.00006054965,0.00003943051,0.0003128445,0.00001228936,0.003830703,0.0001173099,0.0001049549,0.001335253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004346612,"about_ca_system_score_gemma":0.0000682559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.41219e-7,"about_ca_topic_score_gemma":1.455343e-7,"domain_scores_codex":[0.9991283,0.00003590163,0.0003385796,0.00005504484,0.0003118375,0.0001303204],"domain_scores_gemma":[0.9992979,0.00003625388,0.0001999596,0.0001188559,0.0001351918,0.0002118242],"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":[0.00002823531,0.00003392783,0.0003408885,0.00003663855,0.00004536148,0.0000277355,0.01319628,0.02857162,0.0001280709,0.03953618,0.8785859,0.03946922],"study_design_scores_gemma":[0.0003012985,0.00006468255,0.00007789351,0.000008010112,0.000002849219,0.00009047887,0.00003100634,0.5069254,0.0006355541,0.0002509837,0.4915202,0.00009166923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00004831778,0.00001733217,0.9904936,0.007129863,0.0001465652,0.00004719081,0.000002473605,0.00007530743,0.002039371],"genre_scores_gemma":[0.5021805,0.0006256661,0.3970126,0.09763341,0.001183945,0.00001112157,0.0001085529,0.0000310227,0.001213196],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5934809,"threshold_uncertainty_score":0.9994423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04155258845946692,"score_gpt":0.2487625530847851,"score_spread":0.2072099646253182,"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."}}