{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00547252,0.0008849385,0.0007957417,0.001624747,0.01412139,0.01178763,0.001221042,0.01069573,0.02646933],"category_scores_gemma":[0.006724362,0.0005350036,0.0008273192,0.001138916,0.004384657,0.007081346,0.007408408,0.01550042,0.002607688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024909,"about_ca_system_score_gemma":0.01409538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774866,"about_ca_topic_score_gemma":0.06884698,"domain_scores_codex":[0.9978163,0.0009186218,0.00006753499,0.0002442416,0.0003691351,0.0005841432],"domain_scores_gemma":[0.9949077,0.001057351,0.0001741776,0.000124264,0.0005947868,0.00314167],"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":[0.00005845513,0.0001406825,0.001077467,0.0001222802,0.000009286525,0.0002454286,0.003055908,0.00004634688,0.000108831,0.04188972,0.9118506,0.04139506],"study_design_scores_gemma":[0.000009950081,0.00004682273,0.00218189,0.0003560094,0.000005841279,0.00007354591,0.009554069,0.00004217803,0.00004695115,0.004847142,0.9828241,0.00001143827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005573021,0.05780648,0.0002339863,0.782721,0.0972754,0.00002182423,0.00007516349,0.0000200593,0.05627302],"genre_scores_gemma":[0.1177765,0.06263158,0.0007708406,0.1211538,0.1025424,0.0001312163,0.0002090409,0.00009994859,0.5946847],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02646933,"threshold_uncertainty_score":0.08854872,"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."}}