{"id":"W3140171484","doi":"10.29173/iasl7718","title":"Invited guest or wedding crasher?","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Information literacy; Literacy; Pedagogy; Political science; Library science; National curriculum; Medical education; Sociology; Public relations; Medicine","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":["scholarly_communication"],"category_scores_codex":[0.0004848209,0.0001401426,0.00017153,0.0001098691,0.0006723966,0.001155299,0.0004665481,0.0001198501,0.001666654],"category_scores_gemma":[0.0009650576,0.0001181412,0.00005416487,0.001133069,0.0002690359,0.01629793,0.0001297164,0.0001885055,0.000232124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453169,"about_ca_system_score_gemma":0.0004553667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001261948,"about_ca_topic_score_gemma":0.00002593892,"domain_scores_codex":[0.9983192,0.00002655234,0.0003218226,0.0002942038,0.0005595495,0.0004786743],"domain_scores_gemma":[0.9982644,0.00006627999,0.0001354269,0.00008718045,0.001183274,0.0002634099],"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":[0.00003549329,0.00007122844,0.01865386,0.00005364713,0.00001524173,0.00001959833,0.7762508,3.875573e-7,0.0003594439,0.04914153,0.1451926,0.01020618],"study_design_scores_gemma":[0.0001673237,0.00004362909,0.002227198,0.00007012888,0.000004827688,0.000008682119,0.2581234,0.000126154,0.001205305,0.001257699,0.7365417,0.0002238798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8522355,0.00005343504,0.0001061235,0.04784485,0.0009395973,0.0002322641,0.00002873437,0.0003773357,0.09818214],"genre_scores_gemma":[0.9678042,0.0001126298,0.0009345796,0.01627038,0.0006585454,0.00001749253,0.00001726199,0.000008754034,0.01417615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913492,"threshold_uncertainty_score":0.9998816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04065964454275839,"score_gpt":0.3152272801113313,"score_spread":0.2745676355685729,"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."}}