{"id":"W3129160069","doi":"10.29173/iasl7643","title":"New and Emerging Information and Communication Technologies","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Emerging technologies; Information and Communications Technology; Pedagogy; Sociology; Public relations; Political science; World Wide Web; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.0002572657,0.00006333326,0.00007480472,0.00008282738,0.0004452507,0.0008375912,0.0001764673,0.00007067929,0.00006889803],"category_scores_gemma":[0.0003824654,0.00006053143,0.000008350944,0.0003376215,0.0001979114,0.02336618,0.0001610663,0.0001028359,0.00001480361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001079691,"about_ca_system_score_gemma":0.0002102037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682057,"about_ca_topic_score_gemma":0.000009145128,"domain_scores_codex":[0.9993858,0.000008732709,0.0001745645,0.0000899467,0.0001866441,0.0001543301],"domain_scores_gemma":[0.9993469,0.00002554404,0.00009471108,0.00005599793,0.0004043994,0.00007248032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003166089,0.000003046256,0.007275412,0.00001946366,0.000002758015,1.290348e-7,0.4663877,7.326437e-8,0.00002776648,0.2808096,0.004152952,0.2413179],"study_design_scores_gemma":[0.0001226664,0.00002025042,0.004565403,0.00004570024,0.000003101492,0.000004918271,0.5726963,0.0001701426,0.0003896832,0.01962725,0.4022352,0.000119369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8870663,0.0007453426,0.0008079734,0.06019036,0.00009020813,0.0002073658,0.000008470233,0.0004405649,0.05044341],"genre_scores_gemma":[0.9922848,0.001422761,0.004482509,0.0008538163,0.00001975488,0.000005109038,0.000008126573,0.000001563758,0.0009215361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3980823,"threshold_uncertainty_score":0.9902935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01473928482976562,"score_gpt":0.2706519331830115,"score_spread":0.2559126483532459,"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."}}