{"id":"W4408157978","doi":"10.18357/anthropologica66220242684","title":"Petrophonics","year":2025,"lang":"en","type":"article","venue":"Anthropologica","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Lethbridge","funders":"","keywords":"Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003586951,0.0000871036,0.0001387629,0.00003820717,0.001224389,0.0001370931,0.0001503554,0.00003110675,0.01997061],"category_scores_gemma":[0.00004863464,0.00005697253,0.00005895826,0.00004109272,0.001327232,0.00004384491,0.0001483214,0.00007904646,0.0004748538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622797,"about_ca_system_score_gemma":0.000009122116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050611,"about_ca_topic_score_gemma":0.00005721118,"domain_scores_codex":[0.9994723,0.00002128093,0.0001037637,0.0001579628,0.00005910416,0.0001856349],"domain_scores_gemma":[0.999743,0.00006833349,0.00002557054,0.0001136045,0.00003229479,0.00001716769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006768402,0.00006811499,0.0002739202,0.000003524536,0.00002639858,0.000009718636,0.0008535755,3.335599e-7,0.00001263176,0.9173793,0.07839063,0.002975102],"study_design_scores_gemma":[0.0001119201,0.00009374604,0.0004545338,0.000004856993,0.000013969,2.225014e-7,0.01002625,0.000003824373,0.00003453965,0.01704834,0.972132,0.00007581113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03205927,0.0005862527,0.00003072129,0.005978175,0.00154882,0.00007729668,0.000006748567,0.000176422,0.9595363],"genre_scores_gemma":[0.9457964,0.000170344,0.00007537643,0.002827477,0.0001316813,0.00001180044,0.000001898962,0.000002596637,0.05098242],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9137371,"threshold_uncertainty_score":0.9809253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.082929296052556,"score_gpt":0.2749058945289371,"score_spread":0.1919765984763811,"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."}}