{"id":"W7055011555","doi":"","title":"Beads of life: Eastern and Southern African beadwork from Canadian collections","year":2020,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bead; Craft; Indigenous; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001463006,0.0005913777,0.000731837,0.005280377,0.04350791,0.00453644,0.002318064,0.001243014,0.01636201],"category_scores_gemma":[0.003121965,0.0005771088,0.0002368924,0.01081851,0.007607101,0.001372184,0.005834654,0.001945393,0.001342385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02944034,"about_ca_system_score_gemma":0.04062323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9630039,"about_ca_topic_score_gemma":0.9969619,"domain_scores_codex":[0.9981948,0.0001480259,0.00003451001,0.0002566211,0.0005476965,0.0008183723],"domain_scores_gemma":[0.9981707,0.0002288019,0.0001498443,0.0001475549,0.0007804107,0.0005226539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001599704,0.00003023365,0.02366489,0.0001840075,0.00001992355,0.001313867,0.8959228,0.00006768251,0.002585876,0.005659339,0.01995543,0.05043591],"study_design_scores_gemma":[0.000005041281,0.00002195941,0.1471176,0.0003092487,0.00002916717,0.0007340186,0.5897902,0.00005330912,0.0006535109,0.0003536281,0.2608799,0.00005235122],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969758,0.004822655,0.00135817,0.002770777,0.0003295376,0.0003394528,0.003384171,0.00007026919,0.08994916],"genre_scores_gemma":[0.9214769,0.003891461,0.004576336,0.0007393358,0.00007008413,0.0001917611,0.00174705,0.0001897677,0.06711727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04350791,"threshold_uncertainty_score":0.2136056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0158359896049988,"score_gpt":0.17301755207547,"score_spread":0.1571815624704712,"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."}}