{"id":"W4389977105","doi":"10.29173/iasl8755","title":"Information about the Conference Proceedings","year":2023,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Transformative learning; Political science; Sociology; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001101676,0.0002667512,0.0002549424,0.0002175679,0.001226217,0.0003491506,0.0005855921,0.000251153,0.0003112945],"category_scores_gemma":[0.0008349178,0.0001933171,0.00006701169,0.0009275096,0.0001863977,0.002587725,0.0002065685,0.0007753289,0.006089909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182741,"about_ca_system_score_gemma":0.0004829119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001486103,"about_ca_topic_score_gemma":0.000008659533,"domain_scores_codex":[0.9977092,0.00001682539,0.0006436921,0.0002711432,0.0005321525,0.0008270542],"domain_scores_gemma":[0.9963615,0.0001450132,0.0004146915,0.0001222609,0.002750332,0.0002061873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006212696,0.00003091803,0.02447113,0.0004145362,0.00002168877,2.797881e-7,0.6771686,8.878245e-7,0.00007681423,0.03092576,0.250987,0.01584022],"study_design_scores_gemma":[0.0003667395,0.0001156118,0.05486865,0.0004642051,0.00002381482,0.000004092495,0.5255233,0.001184674,0.00009057239,0.008521738,0.4084587,0.000377883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870851,0.00002005581,0.0001192823,0.006421331,0.0009108352,0.0008471491,0.00004766467,0.0008414648,0.1037071],"genre_scores_gemma":[0.9858022,0.0001048052,0.00005243044,0.00138941,0.0004342105,0.000447136,0.00006414471,0.00002312057,0.01168258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1574717,"threshold_uncertainty_score":0.994684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07322360249299929,"score_gpt":0.3669435693744122,"score_spread":0.2937199668814129,"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."}}