{"id":"W3208231852","doi":"","title":"Spaces of Interdisciplinarity: Science, Technology, and Discourse","year":2010,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; Sociology; Narrative; Work (physics); Engineering ethics; Social science; Epistemology; Political science; Engineering","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002728087,0.0001347454,0.0002891741,0.002171038,0.001304112,0.0003511028,0.0006699662,0.0001790834,0.00004881426],"category_scores_gemma":[0.001313005,0.00009699507,0.00004556563,0.001905819,0.005310707,0.001419743,0.0006588202,0.0005725736,0.000001957505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006102973,"about_ca_system_score_gemma":0.0001472062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002179637,"about_ca_topic_score_gemma":0.00001447821,"domain_scores_codex":[0.9982717,0.00008354773,0.0005283624,0.0004837761,0.0003146001,0.0003180226],"domain_scores_gemma":[0.9983768,0.0006836828,0.0002528573,0.0003527353,0.0002515085,0.00008243775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007402245,0.0000659776,0.03499508,0.00001277991,0.00001627023,5.672932e-7,0.008939177,0.000001703787,0.02170539,0.8989254,0.002844742,0.03241891],"study_design_scores_gemma":[0.00076228,0.001135144,0.03818551,0.00003121415,0.00001627462,0.00003140553,0.06702785,0.002856744,0.001985771,0.8101728,0.07750447,0.0002905386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632449,0.0001083103,0.001292921,0.03019198,0.0001898375,0.0002769271,0.00009033032,0.00006119199,0.004543672],"genre_scores_gemma":[0.9917687,0.000003697741,0.006441965,0.00008956432,0.0001402789,0.00003935164,0.00001720471,0.00001202566,0.00148728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0887526,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0416367523580052,"score_gpt":0.4063166542810535,"score_spread":0.3646799019230483,"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."}}