{"id":"W4410204982","doi":"10.5840/symposium202529112","title":"The Sorcerer’s Apprentice","year":2025,"lang":"en","type":"article","venue":"Symposium","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Apprenticeship; Art; Visual arts; History; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002829451,0.00003360316,0.00003364856,0.00001487772,0.001149916,0.0001247122,0.000225656,0.00002732528,0.00007851137],"category_scores_gemma":[0.00004223888,0.00002209407,0.00002771102,0.000192214,0.0001247156,0.00005238659,0.00004037116,0.00004778777,0.0000154019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003132304,"about_ca_system_score_gemma":0.0001000773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001274169,"about_ca_topic_score_gemma":0.002806982,"domain_scores_codex":[0.9994877,0.00006924682,0.00006773825,0.00007756081,0.0001248143,0.0001729199],"domain_scores_gemma":[0.9996778,0.00009574135,0.00001758664,0.0001370091,0.00004323798,0.00002864937],"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":[0.000001483596,0.00001157789,0.0004899879,6.255715e-7,0.0000102379,1.505886e-7,0.00100209,0.000001246937,0.0002159735,0.9727663,0.02340198,0.00209838],"study_design_scores_gemma":[0.00006514361,0.000002919016,0.003125619,0.000004208322,0.000008562924,1.037633e-8,0.001546323,0.000006385181,0.0001081242,0.006212338,0.9888906,0.00002978533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01134598,0.0001698559,0.0001473881,0.03545725,0.001453301,0.0001391632,0.000002021387,0.00005564868,0.9512294],"genre_scores_gemma":[0.7712807,0.0003048728,0.00002061275,0.001413332,0.0001471624,0.00001458641,9.800731e-7,0.000002811596,0.2268149],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9665539,"threshold_uncertainty_score":0.8844337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00812509542396866,"score_gpt":0.2904261037635539,"score_spread":0.2823010083395852,"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."}}