{"id":"W1536707827","doi":"","title":"Mobile FABLABS: Local and Rural Innovation in South Africa","year":2012,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Geography; Economic growth; Political science; Business; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.00008741163,0.0001318563,0.0001466079,0.0008749048,0.00003449051,0.00001579331,0.00007887432,0.0001239596,0.0001205264],"category_scores_gemma":[0.00009051264,0.0001253963,0.000006588952,0.0008110591,0.0002202578,0.0001175897,0.00002514946,0.0002688962,0.00003264678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004017578,"about_ca_system_score_gemma":0.00006083375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005100484,"about_ca_topic_score_gemma":0.00002698456,"domain_scores_codex":[0.9993386,0.00000934876,0.0001853716,0.00006311433,0.00009144854,0.0003121474],"domain_scores_gemma":[0.9996288,0.0001173718,0.00002980245,0.0001032054,0.00004849089,0.00007237165],"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":[0.00000878162,0.0000979852,0.06791433,0.00004245082,0.00001843438,4.747048e-7,0.03777419,0.00001156786,0.001438439,0.8777311,0.001994814,0.01296744],"study_design_scores_gemma":[0.001284556,0.0002413044,0.1487008,0.0002615426,0.00003230191,0.0000386658,0.01332574,0.001074146,0.007652109,0.8175575,0.008814305,0.001017058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739711,0.002044293,0.0001189878,0.01784804,0.001222697,0.0001913475,0.00001747847,0.000165442,0.004420592],"genre_scores_gemma":[0.9990744,0.0001186766,0.00009141042,0.00005881505,0.000222279,0.0001308529,0.0000275014,0.00001170076,0.00026436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08078647,"threshold_uncertainty_score":0.5113512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193253534142093,"score_gpt":0.2480182907476476,"score_spread":0.2286929373334383,"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."}}