{"id":"W3031487249","doi":"10.1111/1740-9713.01403","title":"Galton's Gleam Visual Thinking and Graphic Discoveries","year":2020,"lang":"en","type":"article","venue":"Significance","topic":"History of Science and Natural History","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Galton's problem; Subject (documents); Graphic arts; Cognitive science; Computer science; Epistemology; Visual arts; Psychology; Philosophy; Art; Library science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001249089,0.0008283731,0.0003897042,0.002898034,0.003196461,0.009321574,0.0007256161,0.003074519,0.02928831],"category_scores_gemma":[0.00532719,0.0003364195,0.0002788406,0.001299023,0.01493908,0.007850776,0.003514777,0.004966077,0.004988938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004954453,"about_ca_system_score_gemma":0.001307613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008666283,"about_ca_topic_score_gemma":0.01397479,"domain_scores_codex":[0.9988379,0.0004807949,0.000024285,0.0001906276,0.0003603571,0.000106127],"domain_scores_gemma":[0.9981228,0.00104455,0.00007960657,0.0001562416,0.0003878251,0.0002091022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002722691,0.00001019179,0.00008516581,0.00006698423,0.000004927103,0.00007918041,0.004488379,0.0001418547,0.0001246656,0.6113526,0.3600827,0.02353622],"study_design_scores_gemma":[0.000004412201,0.000004757682,0.00006715953,0.0001119014,0.000001837534,0.00006456298,0.0008061907,0.00008486392,0.00009951012,0.06427004,0.9344779,0.000006927247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004534435,0.0538091,0.00933541,0.2265829,0.01759237,0.00002756111,0.0002054354,0.0005110311,0.6874018],"genre_scores_gemma":[0.1434197,0.02224932,0.004732754,0.04121184,0.0131697,0.00006596954,0.000101175,0.0007954104,0.7742543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968035,"threshold_uncertainty_score":0.09797919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497935938341458,"score_gpt":0.2116785123838109,"score_spread":0.1866991530003963,"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."}}