{"id":"W3140690485","doi":"10.29173/iasl7758","title":"Fearless, playful and connected","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Class (philosophy); The Internet; Professional development; Web 2.0; World Wide Web; Sociology; Psychology; Pedagogy; Mathematics education; Computer science; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189979,0.0008773044,0.0004576443,0.00123234,0.007113506,0.007136736,0.001671739,0.001969533,0.02379947],"category_scores_gemma":[0.008015314,0.0004001765,0.0005937566,0.0004707324,0.01126898,0.005938482,0.007496445,0.004667109,0.007760704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078263,"about_ca_system_score_gemma":0.00186102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005479644,"about_ca_topic_score_gemma":0.005991477,"domain_scores_codex":[0.9962289,0.00104143,0.00008136334,0.0004933287,0.001577288,0.0005777114],"domain_scores_gemma":[0.9965736,0.0007952513,0.0004967636,0.000388134,0.0006850886,0.001061285],"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":[0.0004178025,0.0005878455,0.02547624,0.0006535483,0.00009775501,0.005570471,0.4787337,0.0003739493,0.0167424,0.1512628,0.1857515,0.1343321],"study_design_scores_gemma":[0.00002606605,0.0001747657,0.006072841,0.0002720038,0.00003332735,0.003892184,0.1811315,0.0005074198,0.001627247,0.02004172,0.7861206,0.0001002827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2935824,0.002619918,0.0284981,0.02225603,0.00288283,0.0003557132,0.000381115,0.001834361,0.6475895],"genre_scores_gemma":[0.7254603,0.0007112491,0.003872543,0.009832677,0.0002473896,0.000169781,0.0001980902,0.0006355392,0.2588725],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02379947,"threshold_uncertainty_score":0.0796172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153921026687472,"score_gpt":0.2094032022847629,"score_spread":0.1978639920178882,"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."}}