{"id":"W3087718915","doi":"","title":"New Participatory Culture: Hong Kong Canadian Teacher Professional Training Undergirded by New Media Literacies.","year":2017,"lang":"en","type":"article","venue":"AERA Online Paper Repository","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Participatory culture; Professional development; Pedagogy; Sociology; Training (meteorology); Media studies; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003786855,0.0003089124,0.0002403918,0.0008773896,0.0179166,0.0109025,0.001341849,0.001339491,0.008210629],"category_scores_gemma":[0.007420301,0.0004107555,0.0002470823,0.001937273,0.01129071,0.004074412,0.007162094,0.003030004,0.0005925188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03119366,"about_ca_system_score_gemma":0.09585216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8706241,"about_ca_topic_score_gemma":0.9332644,"domain_scores_codex":[0.9968197,0.001057417,0.0001060878,0.0002293788,0.0005387759,0.001248535],"domain_scores_gemma":[0.9891396,0.001891984,0.0007782151,0.0006663978,0.0019742,0.005549501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000192638,0.0001590182,0.05371871,0.0001624818,0.000017354,0.001392102,0.8234082,0.0001325223,0.001126328,0.03726295,0.02556353,0.05686413],"study_design_scores_gemma":[0.00002105454,0.0000715744,0.05859969,0.0002046545,0.00002161649,0.0002092153,0.8301368,0.0001802128,0.000431532,0.001400012,0.1086778,0.00004582868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989593,0.00173148,0.0008368443,0.02757115,0.0006500652,0.0001085345,0.0002449994,0.00007307621,0.06982461],"genre_scores_gemma":[0.9732319,0.0007027197,0.0003162396,0.001382509,0.0000347555,0.00004001039,0.00006048785,0.00002688029,0.0242044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8706241,"threshold_uncertainty_score":0.2602757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06824587241903324,"score_gpt":0.2953457934035084,"score_spread":0.2270999209844752,"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."}}