{"id":"W3113194308","doi":"10.23962/10539/30357","title":"Innovation Practices at Makerspaces in Egypt, Tunisia and Morocco","year":2020,"lang":"en","type":"article","venue":"The African Journal of Information and Communication (AJIC)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American University in Cairo; Social Sciences and Humanities Research Council of Canada; University of Cape Town; Department for International Development; International Development Research Centre; University of Johannesburg; University of Ottawa","keywords":"Openness to experience; Intellectual property; Knowledge sharing; Product (mathematics); Business; Political science; Psychology; Economics; Management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002306434,0.0002767517,0.0002633578,0.001742526,0.007588321,0.004797336,0.0005274369,0.0009617108,0.002841162],"category_scores_gemma":[0.004023972,0.0001662192,0.0001880052,0.00234658,0.003691206,0.0025753,0.003768669,0.0005871701,0.0001521515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004688164,"about_ca_system_score_gemma":0.00368185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425638,"about_ca_topic_score_gemma":0.02708763,"domain_scores_codex":[0.9981768,0.0007805361,0.00007275539,0.0002010251,0.0002640208,0.0005048683],"domain_scores_gemma":[0.9965669,0.001981495,0.0005385257,0.0001340536,0.0002228769,0.0005561001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000207041,0.0001066513,0.05730127,0.0002589171,0.00002013292,0.003200923,0.8694285,0.0003280505,0.00296498,0.0113936,0.0006213898,0.05416851],"study_design_scores_gemma":[0.00001051546,0.00009153187,0.04482113,0.0001631908,0.0000110023,0.0005201493,0.916749,0.0001882554,0.001067589,0.001103402,0.03524808,0.00002617275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946824,0.0004758224,0.0002366051,0.0002505364,0.00001199804,0.00001717945,0.00002099309,0.00000388359,0.004300725],"genre_scores_gemma":[0.9984085,0.0002166578,0.000212742,0.00004193756,0.000004759484,0.00001311849,0.00001247838,0.000001961603,0.001087992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425638,"threshold_uncertainty_score":0.03401512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03684635975699407,"score_gpt":0.2814844971181647,"score_spread":0.2446381373611706,"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."}}