{"id":"W4391251887","doi":"10.5206/tba.v5i1.16434","title":"Ginny <3","year":2024,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004940054,0.0001818872,0.0002912306,0.0001872116,0.00007365781,0.0001848003,0.0001194003,0.0001206999,0.0004069381],"category_scores_gemma":[0.0001680321,0.0001132732,0.0001437391,0.0003310444,0.0001075524,0.0004819629,0.00003494736,0.0006026679,0.001355964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004127869,"about_ca_system_score_gemma":0.0001054642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.23262e-7,"about_ca_topic_score_gemma":0.000005461946,"domain_scores_codex":[0.9986654,0.00006627762,0.0003622184,0.0001463493,0.0005183408,0.000241397],"domain_scores_gemma":[0.9992244,0.00008248912,0.0001219196,0.00005853278,0.0001896193,0.0003230024],"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":[0.0001467681,0.0001052827,0.0005262691,0.00009639025,0.0002245164,0.0009007665,0.01284257,0.00000202782,0.1182669,0.001429384,0.8611777,0.004281354],"study_design_scores_gemma":[0.0006820358,0.0005254671,0.001867548,0.0004770531,0.000200688,0.002455925,0.001077013,0.0002394493,0.003860947,0.001058577,0.9873214,0.0002338606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543581,0.03512927,0.0001415454,0.00218764,0.002922828,0.0001254707,0.00004919286,0.0001337941,0.004952171],"genre_scores_gemma":[0.9945095,0.0007154873,0.0002968312,0.0001831693,0.002266161,0.000001012846,0.00001069817,0.0000504519,0.001966645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1261437,"threshold_uncertainty_score":0.9994216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564697976466866,"score_gpt":0.3171064624398725,"score_spread":0.3014594826752038,"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."}}