{"id":"W4312323615","doi":"10.1057/978-1-349-96053-8_5423","title":"Media@McGill","year":2022,"lang":"en","type":"book-chapter","venue":"The Grants Register 2023","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universiteit Maastricht","keywords":"Art","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":["insufficient_payload"],"category_scores_codex":[0.000937991,0.0007250304,0.0007870089,0.0003063293,0.0005452806,0.00005235846,0.001787077,0.0002815957,0.02839987],"category_scores_gemma":[0.00008762799,0.0005308052,0.0005505335,0.000135913,0.0005193921,0.0001011819,0.001020472,0.001378319,0.07040171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003625153,"about_ca_system_score_gemma":0.00007843754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002620088,"about_ca_topic_score_gemma":0.0005789479,"domain_scores_codex":[0.9963152,0.0001360012,0.0006031765,0.0008242408,0.001518544,0.000602776],"domain_scores_gemma":[0.996275,0.0004046193,0.0005882925,0.002491021,0.00007931227,0.0001617214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002022812,0.00002596473,0.000001813647,0.00006977355,0.0005535573,0.000607024,0.0004266349,0.000005407976,0.00006109439,0.3945397,0.5947105,0.008796259],"study_design_scores_gemma":[0.0004110791,0.00003552605,0.00002660072,0.0001338672,0.0002891146,0.000107207,0.00002477017,0.000004984938,0.000007300389,0.03876631,0.9595876,0.000605593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000140026,0.001504083,9.59514e-7,0.001090018,0.001980388,0.000713721,0.005890502,0.0004161055,0.9883902],"genre_scores_gemma":[0.0004127697,0.0005045377,0.00001727253,0.0007962016,0.0005761383,0.00008036603,0.0005253582,0.0007851578,0.9963022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3648772,"threshold_uncertainty_score":0.9997144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07907222568783201,"score_gpt":0.2576041735326759,"score_spread":0.1785319478448439,"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."}}