{"id":"W4309284034","doi":"10.7312/brun20468-001","title":"ACKNOWLEDGMENTS","year":2022,"lang":"en","type":"book-chapter","venue":"Columbia University Press eBooks","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004096836,0.0002175743,0.0002866982,0.00007447848,0.001062609,0.0001233081,0.0006165911,0.0002499127,0.01660412],"category_scores_gemma":[0.000003067924,0.0003215758,0.0001907907,0.000001178012,0.0005218973,0.00008828293,0.0006074597,0.0006189957,0.00008201411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719292,"about_ca_system_score_gemma":0.00005256668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001285622,"about_ca_topic_score_gemma":0.01863565,"domain_scores_codex":[0.99905,0.00001950412,0.0001238181,0.0003799038,0.0002015038,0.000225263],"domain_scores_gemma":[0.9992166,0.00001555545,0.0001541863,0.0004261211,0.0001141632,0.00007340011],"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":[0.00001187407,0.0000119386,9.3673e-7,0.00002459273,0.000136723,0.00007908964,0.003248785,9.215159e-8,7.541861e-7,0.6849293,0.3102041,0.001351824],"study_design_scores_gemma":[0.000298377,0.0000719934,0.000001098122,0.00003816164,0.0001962441,0.000002575786,0.0008893721,0.000001199169,0.00000174272,0.003339358,0.9948058,0.0003540659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002517059,0.0001831172,0.000001044577,0.00002107873,0.0006239702,0.0003180233,0.0005812109,0.0003435253,0.9979029],"genre_scores_gemma":[0.0004996214,0.00009482783,0.000007896008,0.00009120857,0.0002639316,0.000002246616,0.0001108648,0.00004076492,0.9988886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6846017,"threshold_uncertainty_score":0.9999236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03263754997077432,"score_gpt":0.1851670406885945,"score_spread":0.1525294907178202,"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."}}