{"id":"W2836360703","doi":"10.19173/irrodl.v19i3.3390","title":"Adoption of Sharing and Reuse of Open Resources by Educators in Higher Education Institutions in the Netherlands: A Qualitative Research of Practices, Motives, and Conditions","year":2018,"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":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reuse; Qualitative research; Open education; Knowledge sharing; Higher education; Knowledge management; Public relations; Business; Sociology; Pedagogy; Political science; Computer science; Engineering","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":[0.02043269,0.0002376382,0.0007000036,0.001576144,0.004188995,0.005688633,0.001152358,0.001152074,0.001724858],"category_scores_gemma":[0.0338308,0.0006169468,0.0003403008,0.002774094,0.005401259,0.005147148,0.004586824,0.001131493,0.0001031928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009230321,"about_ca_system_score_gemma":0.01108523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02298897,"about_ca_topic_score_gemma":0.04461116,"domain_scores_codex":[0.9766406,0.01679894,0.001286038,0.001322204,0.001847845,0.002104352],"domain_scores_gemma":[0.951938,0.03888465,0.003879934,0.0009578908,0.002253518,0.002086029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003807862,0.00009758458,0.02157138,0.0002774147,0.000008152241,0.0004846447,0.9611147,0.00005993424,0.0006035782,0.001341553,0.0001707943,0.01423214],"study_design_scores_gemma":[0.000008590452,0.00005752463,0.01082551,0.0002618022,0.000008605064,0.0001077158,0.9832135,0.00009520837,0.0003720346,0.0002233365,0.004807772,0.00001833684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960923,0.0004295975,0.0009084242,0.0005465351,0.000009042951,0.0001091636,0.00003780761,0.000002717297,0.001864366],"genre_scores_gemma":[0.9979877,0.0004141162,0.0006533412,0.0001293827,0.000002306225,0.00009728612,0.0000170847,0.000005697248,0.0006930863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9988477,"threshold_uncertainty_score":0.1080596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3244618377489967,"score_gpt":0.5811372922556255,"score_spread":0.2566754545066288,"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."}}