{"id":"W2138174622","doi":"","title":"eduSource: A Pan–Canadian Learning Object Repository","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Object (grammar); Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002831548,0.002142604,0.001520671,0.01604429,0.004559281,0.005975429,0.006967256,0.001908165,0.03973189],"category_scores_gemma":[0.01371249,0.001302021,0.001255755,0.01979579,0.001289866,0.00958711,0.004658346,0.003169608,0.03162065],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088215,"about_ca_system_score_gemma":0.03379403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.740353,"about_ca_topic_score_gemma":0.8095882,"domain_scores_codex":[0.9978667,0.0001430403,0.0001910227,0.0002633198,0.001304924,0.000231057],"domain_scores_gemma":[0.9887651,0.001054622,0.0003148834,0.002305439,0.006343657,0.001216324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004223705,0.0002159309,0.002712552,0.0008733344,0.00006437099,0.0001345325,0.0007361556,0.002401454,0.002821191,0.01659144,0.7591154,0.2139113],"study_design_scores_gemma":[0.0001041713,0.00002216597,0.003565047,0.0002344371,0.00008956805,0.00007786165,0.0002976987,0.01007787,0.005854646,0.006304349,0.973204,0.0001680878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.008401225,0.001614674,0.1358346,0.002689087,0.0004592912,0.001423543,0.4572488,0.2889591,0.1033697],"genre_scores_gemma":[0.03138709,0.001727314,0.1313053,0.0006714986,0.0001009243,0.0007348977,0.7218954,0.02456441,0.08761318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9940246,"threshold_uncertainty_score":0.5223522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05665023739334497,"score_gpt":0.2717181692587341,"score_spread":0.2150679318653891,"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."}}