{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005525451,0.0003682634,0.0004668407,0.001379178,0.003487449,0.01009334,0.001365217,0.003148805,0.0280894],"category_scores_gemma":[0.0350013,0.0003233384,0.0003686555,0.001074606,0.01454458,0.01268547,0.004560876,0.006724817,0.004639245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004232646,"about_ca_system_score_gemma":0.001995657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632549,"about_ca_topic_score_gemma":0.002284493,"domain_scores_codex":[0.994001,0.002715514,0.0001839731,0.001121086,0.001462126,0.0005163257],"domain_scores_gemma":[0.9814609,0.009198023,0.001342723,0.003101176,0.003972223,0.0009249936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003985846,0.00002168431,0.00103801,0.0001046121,0.00001582321,0.0002252638,0.05743916,0.0002675671,0.0006594448,0.9093447,0.01422771,0.01661611],"study_design_scores_gemma":[0.00001583272,0.00004284831,0.001094447,0.0005032531,0.00002712634,0.0003959532,0.02680227,0.001601336,0.001073604,0.6869498,0.281444,0.00004956451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05360491,0.002154643,0.09209558,0.08120024,0.001105566,0.00006989125,0.0004471804,0.0003450004,0.7689769],"genre_scores_gemma":[0.9623134,0.0009251824,0.005391438,0.002859417,0.0002855708,0.00004346384,0.0001900711,0.000138656,0.02785284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0280894,"threshold_uncertainty_score":0.09396839,"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."}}