{"id":"W1894362352","doi":"10.26522/br.v11i1.109","title":"Automata: Hybrid Collage Bodies","year":2010,"lang":"en","type":"article","venue":"The Brock Review","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conflation; Automaton; Series (stratigraphy); Computer science; Art; Artificial intelligence; Philosophy; Epistemology; Geology; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005338345,0.0007219631,0.0005981387,0.0007887546,0.000689538,0.002009562,0.001363089,0.001540125,0.008876162],"category_scores_gemma":[0.00204486,0.0005126552,0.0008063114,0.0009704955,0.002160975,0.00268687,0.002040666,0.001269668,0.002835621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005204126,"about_ca_system_score_gemma":0.0004465803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001284668,"about_ca_topic_score_gemma":0.0008217076,"domain_scores_codex":[0.9993035,0.0001560426,0.00004865424,0.0001787093,0.0002606934,0.00005256911],"domain_scores_gemma":[0.9991869,0.0003599062,0.00006305771,0.0001844006,0.0001671929,0.0000385445],"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":[0.0001636995,0.00003985215,0.001119107,0.000776924,0.0000876084,0.0006426535,0.0006517083,0.1573499,0.01635944,0.6040495,0.02038331,0.1983763],"study_design_scores_gemma":[0.00005634797,0.0001677311,0.0005315912,0.0002829811,0.00008746617,0.00138524,0.0002693562,0.4194605,0.02059946,0.2261642,0.330891,0.000104115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01142971,0.003957937,0.944833,0.0006160855,0.0004860538,0.00008511831,0.0002795288,0.002700988,0.03561156],"genre_scores_gemma":[0.4394464,0.01010782,0.4995563,0.0007476436,0.0004443768,0.0005990357,0.001239642,0.0009481882,0.04691071],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008876162,"threshold_uncertainty_score":0.02969378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009479968276219964,"score_gpt":0.2485558559054941,"score_spread":0.2390758876292742,"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."}}