{"id":"W1151386690","doi":"","title":"Business Models for Online Education and Open Educational Resources: Insights from a Delphi Study","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Delphi method; Delphi; Knowledge management; Business model; Online business; Business education; Business; Computer science; Higher education; Marketing; The Internet; Political science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117081,0.0001139337,0.0001752315,0.0001852582,0.0006028208,0.0004544709,0.0009851275,0.00008610896,0.00001259703],"category_scores_gemma":[0.0008022516,0.0001038511,0.00002908346,0.0004286162,0.0001179461,0.00084296,0.0001659805,0.0006662608,0.000003486909],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324984,"about_ca_system_score_gemma":0.02173292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01654532,"about_ca_topic_score_gemma":0.0695559,"domain_scores_codex":[0.9975494,0.0003413577,0.0002757607,0.0002709057,0.0006069324,0.0009557147],"domain_scores_gemma":[0.9981322,0.0002433459,0.000154089,0.0001768318,0.001057643,0.0002358338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006534028,0.006635168,0.005412419,0.00001084252,0.0003360288,0.000002261271,0.08778152,0.0001999132,0.00007230589,0.7464156,0.01010565,0.1423749],"study_design_scores_gemma":[0.0007143992,0.0002136922,0.001179799,0.00002330882,0.00002289693,0.00001148026,0.1086806,0.0002139437,0.000001307146,0.8758357,0.01297451,0.0001283758],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720082,0.003520645,0.005566593,0.01388509,0.0003099136,0.001598193,0.00001203407,0.0000343958,0.003064948],"genre_scores_gemma":[0.9926144,0.0007010092,0.002700837,0.0001223559,0.00116394,0.0001500609,0.00002328644,0.00002252759,0.00250158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1422466,"threshold_uncertainty_score":0.9900036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1600202197478539,"score_gpt":0.4668953764652174,"score_spread":0.3068751567173636,"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."}}