{"id":"W4249280549","doi":"10.19173/irrodl.v4i1.114","title":"Whiteboard Products","year":2003,"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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Whiteboard; Interactive whiteboard; Computer science; Multimedia; License; Feature (linguistics); Educational technology; World Wide Web; Human–computer interaction; Mathematics education; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.007816195,0.00007234048,0.0001601866,0.0001082288,0.0001867378,0.000381578,0.001793128,0.00002079505,0.0001575964],"category_scores_gemma":[0.005822049,0.00005138063,0.0000236635,0.0009017282,0.00009232751,0.0004386745,0.0007462171,0.0006028481,0.00004793445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006313642,"about_ca_system_score_gemma":0.0002898019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000347,"about_ca_topic_score_gemma":0.000003662553,"domain_scores_codex":[0.9977006,0.0009435057,0.0002800285,0.0002688315,0.000584893,0.0002221953],"domain_scores_gemma":[0.9986166,0.0004652663,0.0001096909,0.0002683785,0.0004772931,0.00006276438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002189687,0.0002045372,0.0296107,0.001006173,0.00003701133,0.00001240487,0.0006650504,0.0001784773,0.0001798827,0.9146575,0.0155873,0.03783904],"study_design_scores_gemma":[0.0005683898,0.0001050407,0.009100805,0.004900185,0.000003632827,0.00004807642,0.004095956,0.001642993,0.0004708134,0.004579472,0.9743101,0.000174532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04346186,0.04095899,0.006272238,0.1968011,0.001062659,0.003088762,0.00001127001,0.00009125171,0.7082519],"genre_scores_gemma":[0.9796071,0.0160325,0.001830216,0.0003384718,0.00003110667,0.00006042228,0.00002715381,0.000006071536,0.002066952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9587228,"threshold_uncertainty_score":0.6969957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09266911667497439,"score_gpt":0.4306128573655381,"score_spread":0.3379437406905637,"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."}}