{"id":"W4401701492","doi":"10.1007/s44327-024-00014-6","title":"Promoting global alliances for sustainable architectural education, training, and practice in Nigeria","year":2024,"lang":"en","type":"article","venue":"Discover Cities","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chinese Academy of Agricultural Sciences","keywords":"Training (meteorology); Business; Sustainable development; Economic growth; Political science; Geography; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002345225,0.0001160773,0.0001091365,0.00006240135,0.00005242882,0.0003968484,0.00005990531,0.00002912219,0.000006531523],"category_scores_gemma":[0.0001900095,0.0001098308,0.00002590493,0.0001574414,0.00003595274,0.0005815292,0.00001771123,0.00007017899,6.592772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655911,"about_ca_system_score_gemma":0.0002922901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005849017,"about_ca_topic_score_gemma":0.00002263408,"domain_scores_codex":[0.9993044,0.00002243252,0.0001323412,0.0001596661,0.00007899336,0.0003021357],"domain_scores_gemma":[0.9996364,0.0002177459,0.00001276864,0.00006269383,0.00003666216,0.00003372063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001066323,0.0001372366,0.002931437,0.01055729,0.0003399015,0.0001913008,0.1912184,0.01412892,0.0004539786,0.4804772,0.01669409,0.2827636],"study_design_scores_gemma":[0.0006158456,0.0001798545,0.001904501,0.0009301786,0.00006488115,0.0001678755,0.5060786,0.03136667,0.0005189485,0.1760602,0.2812711,0.0008412951],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274148,0.02612583,0.01141393,0.001809109,0.0009179568,0.001166825,0.00002741346,0.0005106524,0.03061352],"genre_scores_gemma":[0.9962654,0.00006567504,0.001464086,0.00006737046,0.0001409122,0.0001934896,0.00001026233,0.00001885678,0.001773908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3148602,"threshold_uncertainty_score":0.4478769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230139892357608,"score_gpt":0.2939184575537613,"score_spread":0.2816170586301853,"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."}}