{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003807251,0.0006438147,0.0002909451,0.001645976,0.002148694,0.007935276,0.0006824001,0.001745738,0.05975956],"category_scores_gemma":[0.001700017,0.0002483698,0.0002083888,0.002408591,0.004459088,0.006212042,0.001597283,0.001459391,0.009820559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122865,"about_ca_system_score_gemma":0.001062805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004486676,"about_ca_topic_score_gemma":0.008738934,"domain_scores_codex":[0.9996043,0.0001418673,0.000009484097,0.00007588634,0.0001270991,0.00004135106],"domain_scores_gemma":[0.9996285,0.0001987729,0.00002654261,0.00006065296,0.00004792108,0.00003759034],"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":[0.000002575067,0.000005116075,0.00004157038,0.00003543247,0.000001493379,0.00001141118,0.0004468655,0.0002761251,0.00002365654,0.9431328,0.03277285,0.02325015],"study_design_scores_gemma":[0.000001711509,0.000002530854,0.0001691881,0.0001311634,0.000002365616,0.00004133393,0.0005061848,0.000472028,0.0000457507,0.469698,0.5289263,0.000003514969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001456348,0.007660509,0.004019345,0.003077229,0.0004986973,0.00001006863,0.00006984984,0.00004123216,0.9831666],"genre_scores_gemma":[0.1142557,0.01330351,0.002496522,0.0009287337,0.0014839,0.00007404253,0.0001758107,0.0001817172,0.8671001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05975956,"threshold_uncertainty_score":0.1999156,"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."}}