{"id":"W2072469164","doi":"10.1002/tea.20425","title":"Networks of practice in science education research: A global context","year":2011,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inyuvesi Yakwazulu-Natali; University of Toronto; Technische Universiteit Eindhoven; Purdue University; Seoul National University; Nanyang Technological University; Daegu University; University of Waikato","keywords":"Sociology; Salience (neuroscience); Dominance (genetics); Narrative; Community of practice; Science education; Participatory action research; Public relations; Global education; Context (archaeology); Citizen journalism; Pedagogy; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0250019,0.0003026804,0.0004781281,0.003546332,0.009784855,0.01671287,0.001099971,0.002917291,0.004772848],"category_scores_gemma":[0.02562996,0.0003634714,0.0002771106,0.003237672,0.05186303,0.01554959,0.01243727,0.00287235,0.0002142648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005910621,"about_ca_system_score_gemma":0.004898723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002776491,"about_ca_topic_score_gemma":0.003480345,"domain_scores_codex":[0.9638411,0.03122897,0.0005487997,0.001574526,0.001624163,0.001182389],"domain_scores_gemma":[0.9302745,0.05656135,0.004276567,0.003146257,0.001934773,0.003806562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000331522,0.00005529344,0.008235953,0.0003083682,0.00002497953,0.0009961037,0.3808918,0.001027181,0.0003258692,0.5726429,0.002322318,0.03313612],"study_design_scores_gemma":[0.00003078639,0.0001140494,0.008607992,0.0009633789,0.00003031984,0.0009011253,0.4606141,0.001351323,0.0003616516,0.3228974,0.2040795,0.0000484628],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5432444,0.01393711,0.03441499,0.110322,0.0007589808,0.0001467549,0.00007530068,0.0001062845,0.2969943],"genre_scores_gemma":[0.9958174,0.001116459,0.001320523,0.000522776,0.00008488094,0.00002581903,0.0000066689,0.00001259481,0.001092971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9902151,"threshold_uncertainty_score":0.1322243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2919265255655226,"score_gpt":0.5893953375517554,"score_spread":0.2974688119862328,"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."}}