{"id":"W7068899491","doi":"","title":"","year":2022,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Digital humanities; African studies; Conversation; Cultural studies; Power (physics); Digital library","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002232075,0.0002823709,0.0002483123,0.001564667,0.00887289,0.01123576,0.0006158465,0.001536486,0.02757592],"category_scores_gemma":[0.003244116,0.0001806768,0.0001911546,0.00207479,0.007967869,0.01026993,0.007505404,0.002067794,0.002182828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003500092,"about_ca_system_score_gemma":0.00457424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009127229,"about_ca_topic_score_gemma":0.01469888,"domain_scores_codex":[0.9984848,0.0008634714,0.0000376857,0.0001343405,0.0002092082,0.0002704829],"domain_scores_gemma":[0.9987724,0.0006224793,0.00007570722,0.0001027221,0.0001539386,0.0002726699],"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":[0.00003511153,0.00003101133,0.001847351,0.0001707402,0.000005963262,0.0003514458,0.08048554,0.00004588929,0.0003824022,0.7895216,0.04924744,0.07787565],"study_design_scores_gemma":[0.000002780332,0.00001216903,0.001724502,0.0006157833,0.000004839689,0.0001600215,0.0885229,0.00008019958,0.0002459048,0.03342789,0.8751967,0.000006311885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07308738,0.02791722,0.003336997,0.09222431,0.002243103,0.00005435324,0.000110862,0.00006986687,0.8009559],"genre_scores_gemma":[0.709503,0.03408337,0.003340025,0.01220104,0.0009762631,0.0001380698,0.0001144553,0.0001216489,0.2395221],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9724241,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05570584737434914,"score_gpt":0.3559209359668898,"score_spread":0.3002150885925406,"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."}}