{"id":"W7096212390","doi":"","title":"Article","year":2015,"lang":"en","type":"article","venue":"","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Work (physics); Order (exchange)","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":[0.0014296,0.0006934649,0.0006946017,0.002110181,0.002622568,0.007781685,0.001597963,0.002847666,0.5085747],"category_scores_gemma":[0.005546218,0.0003279937,0.000842899,0.001893785,0.001089213,0.004333197,0.003274562,0.001996129,0.2836178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002582768,"about_ca_system_score_gemma":0.004727637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633212,"about_ca_topic_score_gemma":0.004930554,"domain_scores_codex":[0.9982886,0.0002364744,0.0001071198,0.0003626115,0.0007957884,0.0002093817],"domain_scores_gemma":[0.997237,0.0003371318,0.000121347,0.0004878103,0.001172778,0.0006439906],"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":[0.0001056862,0.000102712,0.0007440179,0.0003701517,0.00001945585,0.0002912587,0.0005070358,0.0001156457,0.0006634376,0.04677965,0.7976856,0.1526154],"study_design_scores_gemma":[0.000005581944,0.00001196336,0.0002976347,0.0001101037,0.000003908124,0.0001408178,0.0001520013,0.0000253427,0.0001407636,0.002861338,0.9962463,0.000004292078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002637469,0.006144497,0.003563562,0.01777221,0.02039601,0.0002893206,0.004115501,0.001047,0.9440346],"genre_scores_gemma":[0.01560813,0.005419873,0.00243838,0.005026149,0.003464018,0.000147218,0.005162639,0.0006136705,0.96212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4914253,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07940786117467497,"score_gpt":0.2679485727208118,"score_spread":0.1885407115461368,"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."}}