{"id":"W1490181664","doi":"","title":"2 5 Years ago I couldn't even spell Canadian, now I are one: momentos of collaborating on, with, and about technology","year":2008,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spell; Public relations; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002283216,0.000187001,0.0002862942,0.0004611023,0.0001059157,0.00005513272,0.0007660845,0.0001796575,0.00001586425],"category_scores_gemma":[0.00007384711,0.000187403,0.00003216673,0.001188223,0.0004115678,0.0001947141,0.0001286593,0.0003680218,0.00004207826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007421374,"about_ca_system_score_gemma":0.0002330817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001760343,"about_ca_topic_score_gemma":0.02158054,"domain_scores_codex":[0.9985453,0.00005794078,0.0002841269,0.0004695871,0.0002820049,0.0003610057],"domain_scores_gemma":[0.9986081,0.00008127085,0.0001695302,0.0006792214,0.0003031894,0.0001586793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005386255,0.001723431,0.6481838,0.0006565205,0.001212725,0.0007240094,0.03239619,0.005364198,0.02758096,0.2301492,0.04549041,0.005979982],"study_design_scores_gemma":[0.007658526,0.01104605,0.2560942,0.004026143,0.0001871304,0.001034882,0.005303726,0.03627501,0.5399714,0.03562981,0.09777895,0.004994094],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807647,0.0004213966,0.01486424,0.002446537,0.0001451607,0.0003049148,0.00003332268,0.0000906673,0.0009290812],"genre_scores_gemma":[0.9947782,0.0001037806,0.004461986,0.0002495441,0.00001131778,0.000006406568,8.021472e-7,0.00001464475,0.0003733596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5123905,"threshold_uncertainty_score":0.996273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572450433564319,"score_gpt":0.2427912469199335,"score_spread":0.2170667425842903,"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."}}