{"id":"W4407069984","doi":"10.5206/tba.v6i1.18695","title":"From Ground Up","year":2025,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":[0.0001361093,0.0001243371,0.0002513581,0.00008337555,0.0001849401,0.0002188762,0.00009632225,0.00006456817,0.001291642],"category_scores_gemma":[0.00005394464,0.000080946,0.0000982127,0.00003231899,0.0001420265,0.0002640788,0.00002232087,0.0002487943,0.00004629675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001358155,"about_ca_system_score_gemma":0.00004515269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002578104,"about_ca_topic_score_gemma":0.0001569405,"domain_scores_codex":[0.9992582,0.00003757426,0.0002836232,0.00009950795,0.0001869446,0.0001341165],"domain_scores_gemma":[0.9994442,0.0001090638,0.0001237307,0.00005378595,0.0001684753,0.0001007679],"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":[0.0002239591,0.0001379625,0.0002654898,0.00003428896,0.0001933852,0.00005430945,0.1455555,2.922939e-7,0.001289826,0.03927247,0.8063367,0.006635825],"study_design_scores_gemma":[0.0008558595,0.0001930085,0.0009032509,0.0001371609,0.0001123222,0.00001535433,0.02180448,0.00001652621,0.0002238829,0.0113156,0.9642963,0.0001262785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321991,0.00887139,0.0002867422,0.002236075,0.007406632,0.0001356503,0.00004753383,0.0000444074,0.04877245],"genre_scores_gemma":[0.970293,0.0004180548,0.00005300195,0.0009254497,0.00352106,0.000001140828,0.00001472142,0.000008761065,0.02476485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1579596,"threshold_uncertainty_score":0.9996213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840857362206245,"score_gpt":0.2877928932186368,"score_spread":0.2593843195965743,"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."}}