{"id":"W2599167657","doi":"10.5539/ies.v10n4p78","title":"Competencies for Production, Search, Diffusion and Mobilization of Open Educational Resources","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Open educational resources; Latin Americans; Mathematics education; Production (economics); Distance education; Higher education; Open education; Psychology; Political science; Pedagogy; Medical education; Economic growth; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004124977,0.00007856,0.0001180314,0.0001325829,0.000579217,0.0003624235,0.001066893,0.00001618216,0.000007348004],"category_scores_gemma":[0.001595921,0.00007071696,0.00002490237,0.00005758304,0.0002737312,0.0006995316,0.0009490793,0.00003677565,0.000004057352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005072435,"about_ca_system_score_gemma":0.0001215598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271366,"about_ca_topic_score_gemma":0.00006348934,"domain_scores_codex":[0.9992017,0.00003182557,0.0002007412,0.0002875428,0.000198857,0.00007934831],"domain_scores_gemma":[0.9973009,0.0001333379,0.0002272608,0.0003429109,0.001968088,0.00002753731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004008171,0.0007668469,0.112585,0.0002316737,0.00029852,9.87006e-8,0.01991809,0.0001525015,0.0007757572,0.6957432,0.03274415,0.1367441],"study_design_scores_gemma":[0.00100382,0.0002151795,0.5864232,0.0006549524,0.00004862206,0.0000116828,0.02181743,0.006882381,0.002520402,0.09780142,0.2821406,0.0004802864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8282863,0.002873535,0.02552003,0.1131608,0.01233986,0.001254781,0.00001111507,0.00006738582,0.01648613],"genre_scores_gemma":[0.9551238,0.0003462298,0.0261524,0.0001017323,0.0002955621,0.0002001958,0.00001171377,0.000005935555,0.01776247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5979418,"threshold_uncertainty_score":0.4454927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09250843167854748,"score_gpt":0.4139327875544933,"score_spread":0.3214243558759458,"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."}}