{"id":"W2346653719","doi":"10.14288/1.0055995","title":"Making sense of converging technologies and new media: a study of distance education course developers","year":2009,"lang":"en","type":"article","venue":"Open Collections","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Distance education; Computer science; Sense (electronics); Mathematics education; Multimedia; Public relations; Engineering; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01091619,0.0005481307,0.0008939382,0.002149322,0.01190744,0.007659562,0.002531131,0.002065669,0.001507874],"category_scores_gemma":[0.02688164,0.001292369,0.0003043874,0.001674249,0.006882076,0.003669363,0.004428479,0.004712106,0.0004044076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006170535,"about_ca_system_score_gemma":0.008123567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05199162,"about_ca_topic_score_gemma":0.07601716,"domain_scores_codex":[0.9925911,0.004622014,0.0002485062,0.0005335244,0.001085604,0.0009192165],"domain_scores_gemma":[0.9765455,0.01437602,0.001653022,0.000551741,0.003795272,0.003078389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001935202,0.0001577337,0.01174311,0.00002945997,0.000002508213,0.0006850649,0.9827488,0.00001592554,0.0003537908,0.0003173444,0.0002064712,0.003720355],"study_design_scores_gemma":[0.00001171194,0.00009591294,0.006074804,0.00004863496,0.000005391469,0.0002483485,0.9880884,0.0001206513,0.0001990993,0.0001331925,0.004959856,0.00001392688],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968709,0.0001654476,0.0004511405,0.0005942256,0.00001152631,0.00006537109,0.00001073749,0.000004196262,0.00182634],"genre_scores_gemma":[0.9956465,0.0004315208,0.000662952,0.0004409785,0.000007795613,0.0001157572,0.00001929793,0.00001504446,0.00266003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05199162,"threshold_uncertainty_score":0.103378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04750756532414408,"score_gpt":0.3766417354278646,"score_spread":0.3291341701037205,"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."}}