{"id":"W2010637277","doi":"10.1002/adma.200802222","title":"Materials Science in the Developing World: Challenges and Perspectives for Africa","year":2008,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanity; Compassion; Hospitality; Aesthetics; Materials science; Environmental ethics; Theology; Philosophy; History; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.00600544,0.001037559,0.0009339347,0.002444728,0.006603759,0.009414853,0.001324621,0.009458052,0.0141529],"category_scores_gemma":[0.003097106,0.0002536596,0.000747873,0.002350465,0.008276626,0.010327,0.005552781,0.005792162,0.001041019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00561488,"about_ca_system_score_gemma":0.01378362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007342587,"about_ca_topic_score_gemma":0.01049032,"domain_scores_codex":[0.9985166,0.0006901614,0.00005616821,0.00007647652,0.0001679027,0.0004926443],"domain_scores_gemma":[0.9973061,0.001303963,0.0001514897,0.00005679335,0.0005053788,0.0006762421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001968133,0.000267426,0.001802947,0.004528425,0.00006885375,0.003546039,0.01129847,0.001683826,0.002362517,0.6241098,0.1739896,0.1761453],"study_design_scores_gemma":[0.0000271665,0.00009438543,0.0009872525,0.00342398,0.00002834016,0.0009554453,0.05435712,0.0006771472,0.0008122164,0.2402716,0.6983162,0.00004920601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005526591,0.3211926,0.00110816,0.6404658,0.004793167,0.00002720362,0.00007607647,0.00002204788,0.02678838],"genre_scores_gemma":[0.2132859,0.6903802,0.005452347,0.06189504,0.006787433,0.0001541543,0.00007143004,0.00003490743,0.02193864],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0141529,"threshold_uncertainty_score":0.04734623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05407062616854807,"score_gpt":0.2948790631750039,"score_spread":0.2408084370064558,"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."}}