{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005564433,0.0004109522,0.0002135336,0.001256632,0.004383625,0.006103723,0.0006690855,0.003532222,0.4261165],"category_scores_gemma":[0.001339966,0.0002098039,0.0002970896,0.0007245436,0.001488106,0.001815188,0.00315189,0.001927831,0.1531848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00230237,"about_ca_system_score_gemma":0.003500565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01421936,"about_ca_topic_score_gemma":0.04569608,"domain_scores_codex":[0.9995506,0.00004948436,0.00001514525,0.00006142051,0.0002181847,0.0001050913],"domain_scores_gemma":[0.9995352,0.00004960408,0.00002118829,0.0000418019,0.0001544076,0.0001977834],"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":[0.00003086498,0.00007231137,0.001352526,0.00008623618,0.000002870986,0.0007499668,0.0008694043,0.00006049896,0.0006875219,0.07177233,0.8004904,0.123825],"study_design_scores_gemma":[0.000003006697,0.00000533969,0.0006789801,0.00004685778,0.000001164879,0.0001990412,0.000361875,0.0000312677,0.0001515428,0.002577543,0.9959397,0.000003659403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00143321,0.0007321463,0.0002582899,0.007073564,0.002380463,0.00004240979,0.0001616755,0.0001461291,0.9877721],"genre_scores_gemma":[0.005030921,0.0002396479,0.0001562293,0.001583611,0.0001751331,0.0000184294,0.00004821755,0.00005900654,0.9926887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5738835,"threshold_uncertainty_score":0.8185751,"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."}}