{"id":"W4230487759","doi":"10.1007/978-1-4939-7131-2_100768","title":"Networks in Art","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Art History and Market Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001018624,0.0001532416,0.0002319154,0.0001385857,0.0001067194,0.00003421605,0.00009424586,0.0001054243,0.3811425],"category_scores_gemma":[0.000002047248,0.0001309893,0.0001376001,0.000002835946,0.0002338324,0.00006113039,0.00003541664,0.000162182,0.004517598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698922,"about_ca_system_score_gemma":0.00001355511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002256065,"about_ca_topic_score_gemma":0.02010502,"domain_scores_codex":[0.9994316,0.000006132331,0.0001904785,0.0001760077,0.00008008591,0.0001157538],"domain_scores_gemma":[0.9996588,0.00002180004,0.00006421383,0.0001843843,0.00003963332,0.00003121751],"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":[0.000004885416,0.000002943304,6.561765e-7,0.000002977596,0.00002607947,0.000005703176,0.0009917608,7.69453e-7,6.556223e-9,0.535648,0.4625122,0.0008040108],"study_design_scores_gemma":[0.00004151906,0.00002411452,2.943475e-7,0.00003139136,0.000043298,2.748913e-7,0.00005762282,0.0001113301,2.705993e-8,0.01510074,0.9844157,0.0001737464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002106709,0.0001985269,0.00004830147,0.00003742161,0.0004514405,0.00005106261,0.000003326007,0.00004251246,0.9991653],"genre_scores_gemma":[0.0006316679,0.00008152946,0.00001181191,0.0004435187,0.001617282,0.000002623681,0.00004550751,0.00002387456,0.9971422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5219035,"threshold_uncertainty_score":0.9977755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325557871277028,"score_gpt":0.1829771082342584,"score_spread":0.1597215295214881,"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."}}