{"id":"W4408157983","doi":"10.18357/anthropologica66220242726","title":"In Praise of Makeshift Finishing","year":2025,"lang":"en","type":"article","venue":"Anthropologica","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Praise; Art; Literature","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":[],"consensus_categories":[],"category_scores_codex":[0.004072908,0.0009126285,0.0005565666,0.0008283617,0.01164473,0.006167796,0.001175184,0.006818509,0.0227272],"category_scores_gemma":[0.01032014,0.000290079,0.0004549172,0.000666427,0.01029747,0.006508033,0.004315995,0.01591516,0.005178975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002266858,"about_ca_system_score_gemma":0.002359421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047242,"about_ca_topic_score_gemma":0.03693979,"domain_scores_codex":[0.997112,0.00104806,0.0001106567,0.000628706,0.000686869,0.0004135678],"domain_scores_gemma":[0.9963337,0.001424781,0.0001399957,0.0004852064,0.0009110331,0.0007052343],"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":[0.0001226978,0.00007077313,0.0005535992,0.00008878209,0.00001136792,0.0003974333,0.02628602,0.0001665948,0.0005207018,0.168555,0.7464505,0.05677662],"study_design_scores_gemma":[0.000002429734,0.00001611187,0.0001582579,0.00006183535,0.000001348676,0.0001106598,0.004039791,0.00002611401,0.00009308605,0.004705288,0.990778,0.000007119891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01281561,0.0278897,0.003828106,0.5757893,0.08797192,0.00002840488,0.0001157732,0.0002112573,0.2913499],"genre_scores_gemma":[0.10506,0.008475139,0.003205301,0.1062494,0.022658,0.00003055901,0.00006935,0.0004326855,0.7538197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0227272,"threshold_uncertainty_score":0.07603002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03446327279425006,"score_gpt":0.3049875451598675,"score_spread":0.2705242723656174,"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."}}