{"id":"W2111569612","doi":"10.1111/apaa.12059","title":"5 Metalworking and Ritualization: Negotiating Change through Improvisational Practice in Banda, Ghana","year":2015,"lang":"en","type":"article","venue":"Archeological Papers of the American Anthropological Association","topic":"Colonialism, slavery, and trade","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Negotiation; Improvisation; Context (archaeology); Sociology; Archaeology; History; Art; Visual arts; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004105534,0.0003408722,0.0002628576,0.0009283266,0.008727384,0.004303826,0.001170305,0.001150516,0.005195699],"category_scores_gemma":[0.004636548,0.0003266605,0.0001438113,0.0009128773,0.02321106,0.002863575,0.005428001,0.001294565,0.0003182382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00317474,"about_ca_system_score_gemma":0.001755531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005118375,"about_ca_topic_score_gemma":0.01267589,"domain_scores_codex":[0.9964012,0.002821242,0.00005037951,0.0001701819,0.0001457642,0.0004112513],"domain_scores_gemma":[0.9964307,0.002510499,0.0004201293,0.0002122677,0.0001011084,0.0003253939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005112375,0.0000880861,0.00497309,0.00007568005,0.000003996836,0.001135211,0.9636209,0.0001042743,0.001213701,0.01633423,0.0003921989,0.01200766],"study_design_scores_gemma":[0.00002314416,0.00008314265,0.006062649,0.0001722148,0.000004780615,0.0003935095,0.9533636,0.0003455454,0.0004668678,0.007040739,0.03203176,0.00001207968],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588496,0.0003098352,0.00253256,0.001325052,0.0000201356,0.0000672828,0.000008637277,0.000013934,0.0368729],"genre_scores_gemma":[0.997433,0.00008379416,0.000749357,0.00004038541,0.000003743672,0.00001925045,0.000002841142,0.000006199261,0.001661502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008727384,"threshold_uncertainty_score":0.02303445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0777099770974368,"score_gpt":0.3741984060399588,"score_spread":0.296488428942522,"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."}}