{"id":"W1520721941","doi":"10.21432/t2259r","title":"Embedded or linked learning objects: Implications for content development, course design and classroom use","year":2007,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ligne; Psychology; Context (archaeology); Humanities; Learning object; Pedagogy; Sociology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0154044,0.0004130435,0.0003826187,0.003127011,0.003184861,0.01508326,0.001898502,0.001625671,0.005480821],"category_scores_gemma":[0.03648718,0.0004412823,0.0004747538,0.003040493,0.01094773,0.01623404,0.006513483,0.00114218,0.000750986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004238533,"about_ca_system_score_gemma":0.004220962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001875874,"about_ca_topic_score_gemma":0.002173143,"domain_scores_codex":[0.9805165,0.01354107,0.001068219,0.001499094,0.002602943,0.0007721145],"domain_scores_gemma":[0.9577685,0.03375067,0.002219617,0.00342054,0.001766312,0.00107441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001006646,0.0003170126,0.02801915,0.0009257829,0.00004488578,0.001680559,0.6444411,0.001180674,0.004062156,0.1738572,0.001327135,0.1440438],"study_design_scores_gemma":[0.00006426758,0.0003743529,0.02804098,0.002325743,0.00008734232,0.002021544,0.6047512,0.002637987,0.007870397,0.1236367,0.2280552,0.0001342055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7688352,0.003351838,0.1249848,0.01003301,0.0001870431,0.0007746756,0.0002677618,0.0003027733,0.09126286],"genre_scores_gemma":[0.9499935,0.0009805938,0.0395964,0.0003024605,0.00002763971,0.0003622837,0.00009110555,0.0001456579,0.008500306],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0154044,"threshold_uncertainty_score":0.08146727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09094334206904907,"score_gpt":0.3129376523007713,"score_spread":0.2219943102317222,"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."}}