{"id":"W4378905786","doi":"10.19173/irrodl.v24i2.7102","title":"Informal Practices of Localizing Open Educational Resources in Ghana","year":2023,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affordance; Open educational resources; Variety (cybernetics); Computer science; Context (archaeology); Knowledge management; Multimedia; Pedagogy; Sociology; World Wide Web; Human–computer interaction; Artificial intelligence; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.006598452,0.0004531885,0.000508366,0.001207931,0.005489933,0.002908896,0.001379944,0.001237378,0.006366662],"category_scores_gemma":[0.01714263,0.0004514948,0.0002069626,0.0009641842,0.01032667,0.005032115,0.00840683,0.001226711,0.0007505553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002802492,"about_ca_system_score_gemma":0.002135246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004624144,"about_ca_topic_score_gemma":0.008973653,"domain_scores_codex":[0.9927914,0.005491542,0.000264261,0.0004627223,0.0005216449,0.0004683198],"domain_scores_gemma":[0.985841,0.01019776,0.001558798,0.0009536203,0.0005713028,0.0008775172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004440174,0.00004840224,0.005567383,0.0002413934,0.000003983516,0.002225858,0.965335,0.00006701375,0.001780695,0.003752132,0.000839965,0.02009378],"study_design_scores_gemma":[0.00001392022,0.0001053992,0.003865063,0.0006478488,0.000009318795,0.0009255241,0.9261312,0.0002079598,0.0007414247,0.002142956,0.06518219,0.00002720793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967367,0.001101507,0.00837015,0.002226323,0.00005920555,0.0001485547,0.00004357936,0.0001163422,0.02056736],"genre_scores_gemma":[0.9907085,0.0004771345,0.002444099,0.0002591106,0.00001304297,0.00007923814,0.00002361265,0.00004931376,0.005946025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99862,"threshold_uncertainty_score":0.03489637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338139351407355,"score_gpt":0.4885652613800091,"score_spread":0.3547513262392736,"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."}}