{"id":"W6907641087","doi":"10.24385/lincoln.26049151.v1","title":"Episode 4: MAP Rwanda: “We are drummers\"","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Drum; Girl; Set (abstract data type); Performance art","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":[0.001107959,0.0005801202,0.0004049804,0.000461475,0.0107954,0.003103968,0.0008554432,0.002000281,0.02591007],"category_scores_gemma":[0.003428519,0.0004978176,0.0002631249,0.0007685793,0.002568986,0.003324154,0.005307436,0.003588999,0.006701502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808911,"about_ca_system_score_gemma":0.002214623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02607614,"about_ca_topic_score_gemma":0.06886532,"domain_scores_codex":[0.9985532,0.0007428189,0.00003160569,0.0001069296,0.0001582183,0.0004071771],"domain_scores_gemma":[0.9993594,0.0001433877,0.00006119094,0.00007055619,0.0001527312,0.0002126583],"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":[0.0001372523,0.00006794043,0.002853789,0.0004018171,0.000009803049,0.002902104,0.739996,0.0001240783,0.002164687,0.0129453,0.2142332,0.02416406],"study_design_scores_gemma":[0.000005963465,0.00003228126,0.003922673,0.0002668093,0.000005886422,0.0004373773,0.4695564,0.00005085219,0.0005165123,0.0008924425,0.5242951,0.00001769875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4620096,0.002403073,0.01000454,0.0392562,0.004192862,0.001408047,0.003184055,0.0009382728,0.4766034],"genre_scores_gemma":[0.8039193,0.001449605,0.003554489,0.005104313,0.0002533532,0.001135599,0.001043178,0.0005094339,0.1830307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02607614,"threshold_uncertainty_score":0.08667785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05422447776075052,"score_gpt":0.294601163084211,"score_spread":0.2403766853234605,"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."}}