{"id":"W3146031486","doi":"10.29173/iasl7774","title":"A touch of humour!","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Class (philosophy); Work (physics); Focus (optics); School library; Computer science; World Wide Web; Sociology; Library science; Psychology; Mathematics education; Pedagogy; Multimedia; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002436572,0.001030299,0.0005275426,0.001297927,0.01053237,0.01277266,0.0009089563,0.003515674,0.05508868],"category_scores_gemma":[0.009740845,0.00046255,0.000666453,0.0007523143,0.01186831,0.01342793,0.01068061,0.008845084,0.0388356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929947,"about_ca_system_score_gemma":0.002284103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005348284,"about_ca_topic_score_gemma":0.009595209,"domain_scores_codex":[0.9965118,0.001447267,0.00006104492,0.0002949487,0.001133699,0.0005512741],"domain_scores_gemma":[0.9942736,0.0009435157,0.0002871897,0.0006803366,0.001420246,0.002395025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006131434,0.00007094513,0.001068184,0.0002071339,0.00001990352,0.0004161769,0.0315306,0.00005768448,0.001059624,0.06179455,0.8092337,0.09448017],"study_design_scores_gemma":[0.000003961979,0.00002205702,0.0003158849,0.0001195748,0.000002569843,0.0002478738,0.007471415,0.00002599599,0.0002364493,0.006125821,0.9854118,0.0000165952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01170827,0.01604926,0.02046529,0.2723728,0.02519342,0.0001806694,0.0002764526,0.003263634,0.6504902],"genre_scores_gemma":[0.1065668,0.004746429,0.01182765,0.1031024,0.003655687,0.0001691329,0.000181002,0.00231983,0.7674311],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05508868,"threshold_uncertainty_score":0.18429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544926403734529,"score_gpt":0.2492821505869046,"score_spread":0.2138328865495593,"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."}}