{"id":"W1989054385","doi":"10.1080/14759390500200190","title":"On conversation and design: a socially constructed practice","year":2005,"lang":"en","type":"article","venue":"Technology Pedagogy and Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Conversation; Autoethnography; Narrative; Reflexivity; Process (computing); Redevelopment; Representation (politics); Pedagogy; Sociology; Psychology; Computer science; Linguistics; Engineering; Communication; Political science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000399164,0.00006654824,0.00007680499,0.0001629481,0.0003738651,0.00002766826,0.00005243181,0.0001858995,0.00009242578],"category_scores_gemma":[0.001039911,0.0000716248,0.000007547164,0.0001735852,0.0006664912,0.0001902878,0.0000101691,0.0001583278,0.00003266996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007582242,"about_ca_system_score_gemma":0.0008719329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001590813,"about_ca_topic_score_gemma":0.0002533116,"domain_scores_codex":[0.9993692,0.0001534318,0.00009499682,0.0001632186,0.00007848375,0.0001406813],"domain_scores_gemma":[0.9994252,0.0002635741,0.00008040268,0.00007038026,0.0001171646,0.00004332896],"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":[0.00002635807,0.000141979,0.003806002,0.000004908192,0.00002145944,1.295414e-7,0.1687467,4.154294e-7,0.00004924023,0.4845009,0.004884986,0.337817],"study_design_scores_gemma":[0.0003138878,0.00007823839,0.009829281,0.00001521076,0.00004830138,0.00001138837,0.8275407,0.000008309723,0.00009524747,0.03753275,0.1243638,0.0001628922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2922874,0.001428437,0.000366564,0.6977937,0.0003316889,0.000271705,4.257046e-7,0.0002027938,0.007317266],"genre_scores_gemma":[0.9921796,0.0004852452,0.004496071,0.001881009,0.0001847508,0.00003813805,0.000001703699,0.000004354677,0.0007290867],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6998922,"threshold_uncertainty_score":0.2920775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0875978831006967,"score_gpt":0.4390367441816007,"score_spread":0.3514388610809039,"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."}}