{"id":"W2198296660","doi":"","title":"Project Retro: Experiences with Building an Online Course with Reusable Learning Objects","year":2004,"lang":"en","type":"article","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Course (navigation); Computer science; Mathematics education; Engineering; Psychology","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":[0.0002716912,0.0001645521,0.0001547318,0.00009890178,0.000408583,0.0004781096,0.0006379765,0.00003957734,0.0000571255],"category_scores_gemma":[0.00004076734,0.000111469,0.00001738646,0.0007938928,0.00008164164,0.001550137,0.00009315975,0.0003094202,0.00001775353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006350638,"about_ca_system_score_gemma":0.0006330052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004749194,"about_ca_topic_score_gemma":0.0002611509,"domain_scores_codex":[0.9985377,0.00007470404,0.0001470229,0.0005022914,0.0003658019,0.0003725295],"domain_scores_gemma":[0.9992427,0.00002746526,0.0001096346,0.000363104,0.0001268729,0.0001302559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002441025,0.003677387,0.05416986,0.0001112473,0.0001408828,0.0002704513,0.6775979,0.120617,0.002984021,0.1188819,0.0006500203,0.02065518],"study_design_scores_gemma":[0.002263949,0.005988226,0.006228718,0.0003203284,0.00002486198,0.0004067548,0.9436688,0.02638614,0.009123814,0.0001790707,0.004167243,0.001242109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944271,0.00002043013,0.03687244,0.0007454194,0.0001169911,0.0001930083,9.250758e-8,0.0003991763,0.01738148],"genre_scores_gemma":[0.7961007,0.000002991123,0.2017885,0.0001897236,0.000060777,0.00002349001,0.00000331259,0.00001267091,0.001817814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2660708,"threshold_uncertainty_score":0.4610422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275367459551154,"score_gpt":0.3034247697177996,"score_spread":0.2758880237626842,"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."}}