{"id":"W7116907502","doi":"10.4081/sjsts.2025.578","title":"Presentation of the first issue","year":2025,"lang":"","type":"article","venue":"Somali Journal of Science Technology and Society","topic":"Colonial History and Postcolonial Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Journal of Student Science and Technology","funders":"","keywords":"Somali; Presentation (obstetrics); Higher education; General partnership; State (computer science); Administration (probate law); Theme (computing); Multiculturalism","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002206657,0.001469997,0.00104492,0.002068259,0.00269796,0.01094946,0.00209549,0.006371758,0.5321565],"category_scores_gemma":[0.01346367,0.0005323315,0.001200683,0.001080251,0.001052166,0.004850307,0.003074501,0.00611943,0.364285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218222,"about_ca_system_score_gemma":0.003061485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123226,"about_ca_topic_score_gemma":0.001744311,"domain_scores_codex":[0.9976559,0.0002910419,0.0001851024,0.0004249653,0.001137848,0.0003052882],"domain_scores_gemma":[0.9921828,0.0009794971,0.0003887863,0.0006578679,0.00410493,0.001686135],"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":[0.00001619014,0.00001633847,0.00004863079,0.00008276234,0.000002515893,0.00003553151,0.00001795781,0.000008528497,0.0000927884,0.0008256534,0.9855512,0.01330188],"study_design_scores_gemma":[0.000005508628,0.000009760137,0.0001127073,0.00007675778,0.000001806868,0.00003476251,0.0000395223,0.00001740021,0.000048116,0.0003061627,0.9993438,0.000003728966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003070545,0.003758642,0.0005354678,0.05569148,0.7557061,0.0002210845,0.0009918388,0.0006359256,0.1821524],"genre_scores_gemma":[0.003195287,0.003633015,0.0003333953,0.02881952,0.252482,0.0001780218,0.0009563969,0.0005216091,0.7098808],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5321565,"threshold_uncertainty_score":0.6673219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008941559719801385,"score_gpt":0.3006514287176949,"score_spread":0.2917098689978935,"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."}}