{"id":"W2978845907","doi":"10.1515/ci.2001.23.4.97","title":"Chemical Education in Eritrea","year":2001,"lang":"en","type":"article","venue":"Chemistry International","topic":"African history and culture analysis","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The King's University","funders":"","keywords":"Industrial chemistry; Biochemical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007444526,0.00003805706,0.00004465106,0.00001657261,0.00004854498,0.00001776757,0.0001837199,0.00005253951,0.004088843],"category_scores_gemma":[0.0000967938,0.00004168279,0.00003673588,0.0001218324,0.0000726921,0.00008296977,0.00001039814,0.00006653671,0.00004397913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249184,"about_ca_system_score_gemma":0.0002014989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002171425,"about_ca_topic_score_gemma":0.0001130878,"domain_scores_codex":[0.9995505,0.000009166771,0.00008548363,0.0001070811,0.0001667015,0.00008108588],"domain_scores_gemma":[0.9997984,0.00001167752,0.0000306998,0.00005384753,0.00006011777,0.00004523144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001584287,0.002508726,0.2597043,0.00002810639,0.0002021275,0.00008869628,0.04475356,0.0000422197,0.3643965,0.04318187,0.158574,0.1263614],"study_design_scores_gemma":[0.00008549539,5.256366e-7,0.0004749866,0.000008758651,0.000005009381,0.000003475354,0.003564684,0.00001397324,0.002814819,0.0007949875,0.9921528,0.00008046164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.398613,0.00004149561,0.00001491285,0.001061596,0.0001004364,0.0000131454,9.69181e-7,0.00001524413,0.6001391],"genre_scores_gemma":[0.939541,0.00003027429,0.00007087285,0.0001345001,0.0004968867,0.00000893227,0.00003076007,0.000002126324,0.05968463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8335788,"threshold_uncertainty_score":0.9968216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007475356780752427,"score_gpt":0.298871973689803,"score_spread":0.2913966169090506,"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."}}