{"id":"W4391263293","doi":"10.5206/tba.v5i1.16487","title":"Flotsam and Jetsam.","year":2024,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"NSCAD University","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001520698,0.00008935845,0.0001246338,0.00005714964,0.0001138067,0.0003887346,0.00004289973,0.00003182488,0.0007258937],"category_scores_gemma":[0.00002344539,0.00005261512,0.0000449734,0.00002897902,0.0000775571,0.0005683966,0.00002769396,0.0001657688,0.0000222592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005636711,"about_ca_system_score_gemma":0.000006789852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004032967,"about_ca_topic_score_gemma":0.00007321371,"domain_scores_codex":[0.9994907,0.00002015265,0.0001724903,0.00007665923,0.0001516495,0.00008837209],"domain_scores_gemma":[0.9997432,0.00003940274,0.00004534596,0.00002254872,0.00008027715,0.00006917443],"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":[0.0001022852,0.00005567466,0.0004126338,0.0004059559,0.0002242103,0.0001448438,0.2138775,4.918888e-7,0.001541493,0.1485018,0.596723,0.03801012],"study_design_scores_gemma":[0.0001830564,0.0001897674,0.0004138123,0.0001389854,0.0000660482,0.00003407395,0.005702405,0.0001332058,0.00004103115,0.002335122,0.9906732,0.00008924777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138525,0.02748558,0.00004129971,0.006333308,0.003056822,0.0001708249,0.00001671904,0.00007808846,0.0489649],"genre_scores_gemma":[0.9803096,0.001341406,0.000048436,0.0002751637,0.002353136,0.000001023188,0.00001294175,0.000008561123,0.01564971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939502,"threshold_uncertainty_score":0.7948026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06577561426992716,"score_gpt":0.2815233994533458,"score_spread":0.2157477851834186,"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."}}