{"id":"W1603114420","doi":"10.29173/iasl8198","title":"We've Done Research, Now what? Multimedia Authoring as a Report Tool","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science; Instructional design; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00185273,0.0002409897,0.0002949389,0.0002418992,0.0005057311,0.003670921,0.00114626,0.0001621355,0.0003241461],"category_scores_gemma":[0.00232412,0.0002443862,0.00008262735,0.00131731,0.0001387051,0.004960007,0.001019778,0.0009945078,0.001086641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090289,"about_ca_system_score_gemma":0.001201693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005189621,"about_ca_topic_score_gemma":0.00001161973,"domain_scores_codex":[0.9965633,0.00007349144,0.0004810404,0.001036862,0.001054457,0.0007908589],"domain_scores_gemma":[0.9951101,0.0001704017,0.0001919428,0.0003808246,0.003790437,0.0003563043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004088636,0.0004787111,0.005109638,0.0002070773,0.00007817713,0.0009733855,0.7355833,0.00000481723,0.008172784,0.06862719,0.03180974,0.1489143],"study_design_scores_gemma":[0.0007527375,0.0003787711,0.004797474,0.001006826,0.00001836288,0.00174294,0.7579254,0.009330873,0.02511083,0.01287617,0.1849595,0.001100155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699328,0.0005281956,0.00477463,0.04861605,0.00252593,0.0006226876,0.000002883924,0.0007720915,0.07222471],"genre_scores_gemma":[0.9516773,0.0003980874,0.01851891,0.0003603458,0.0003294222,0.00008640939,0.000008980026,0.00002236694,0.02859817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1531497,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06728371498439181,"score_gpt":0.3566405389656331,"score_spread":0.2893568239812413,"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."}}