{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000927158,0.00008222695,0.0001251087,0.0003250122,0.0001998451,0.0001832194,0.0006661175,0.00004542763,0.000008972986],"category_scores_gemma":[0.0005103965,0.00006124983,0.00001400002,0.0009408892,0.0001276796,0.003550962,0.0003229936,0.0003832208,0.000009529224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005899935,"about_ca_system_score_gemma":0.00005567431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055767,"about_ca_topic_score_gemma":0.00001010932,"domain_scores_codex":[0.998944,0.0001602228,0.0005704079,0.00005613808,0.0001825091,0.00008669866],"domain_scores_gemma":[0.9971471,0.0001850302,0.001915042,0.0002845737,0.0004399428,0.00002825317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002490748,0.00005157387,0.004073892,0.00004119294,0.00007114165,0.00000256494,0.06510448,0.000139193,0.003172024,0.8370776,0.003994832,0.0860225],"study_design_scores_gemma":[0.006828584,0.002122629,0.1924119,0.0004762077,0.00008949689,0.002023515,0.1036619,0.1601236,0.01174258,0.05127073,0.4680464,0.001202432],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.786861,0.0004551204,0.03155052,0.1742914,0.00007131882,0.0002137972,0.000001462279,0.00005087884,0.006504536],"genre_scores_gemma":[0.9898572,0.0003491395,0.007357699,0.002399117,0.00001207319,0.000004188477,0.000002770553,0.000002420427,0.0000153844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7858068,"threshold_uncertainty_score":0.2574362,"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."}}