{"id":"W2085194492","doi":"10.1558/wap.v3i2.325","title":"Hanging Out, Messing Around, Geeking Out: Living and Learning with New Media Mizuko Ito, Sonja Baumer, Matteo Bittanti, danah boyd, Rachel Cody, Becky Herr-Stephenson, Heather A. Horst, Patricia G. Lange, Dilan Mahendran, Katynka Z. Martínez, C. J. Pascoe, Dan Perkel, Laura Robinson, Christo Sims, and Lisa Tripp (2010)","year":2011,"lang":"en","type":"article","venue":"Writing & Pedagogy","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Horst; Art; Art history; Media studies; Humanities; Sociology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001459472,0.0004908791,0.0004385833,0.0006587388,0.003223512,0.008770926,0.0006425958,0.001471028,0.01989197],"category_scores_gemma":[0.003258925,0.0003029901,0.0003007181,0.001230197,0.003033513,0.01187794,0.0037573,0.002080113,0.00648214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001090279,"about_ca_system_score_gemma":0.002492906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816627,"about_ca_topic_score_gemma":0.006123245,"domain_scores_codex":[0.9991916,0.0002790423,0.00005227144,0.0001192059,0.000273199,0.00008463529],"domain_scores_gemma":[0.998347,0.0007801984,0.0001516281,0.00005881742,0.0001421868,0.0005201608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003623982,0.000089685,0.001649808,0.001045601,0.00001178356,0.0003838927,0.05424932,0.0001046082,0.001122691,0.01815335,0.426068,0.497085],"study_design_scores_gemma":[0.000009389554,0.00005571609,0.005497554,0.001275625,0.00002807168,0.0008357099,0.06489076,0.0001441144,0.0006677561,0.01679616,0.909762,0.00003703872],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0509304,0.319004,0.01704736,0.2033949,0.01561721,0.0001989152,0.0002357696,0.0006463972,0.392925],"genre_scores_gemma":[0.2287575,0.3095628,0.01298503,0.01594361,0.004470039,0.0004065919,0.0004322459,0.000561624,0.4268806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01989197,"threshold_uncertainty_score":0.06654531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291844558323624,"score_gpt":0.2910997211718165,"score_spread":0.2381812755885802,"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."}}