{"id":"W6944748338","doi":"10.21606/drs.2010.43","title":"The Complex Field of Research: for Design, through Design, and about Design","year":2010,"lang":"en","type":"article","venue":"Proceedings of DRS","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Field (mathematics); Variety (cybernetics); Foundation (evidence); Design elements and principles; Research design; Design methods","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1135213,0.001934601,0.003537025,0.006215045,0.009812763,0.04236427,0.004207675,0.01073955,0.01062604],"category_scores_gemma":[0.1068097,0.001604336,0.00156953,0.007306198,0.1163381,0.04993382,0.0136708,0.01485383,0.004300729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280219,"about_ca_system_score_gemma":0.02828278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518879,"about_ca_topic_score_gemma":0.003340066,"domain_scores_codex":[0.7793541,0.1841964,0.005990358,0.009678002,0.01837643,0.002404808],"domain_scores_gemma":[0.8181154,0.134646,0.004410089,0.02811057,0.01004109,0.004676794],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003539622,0.00003946226,0.000419119,0.001089864,0.00004794935,0.00009901813,0.01465098,0.0003995937,0.0002401584,0.9201523,0.01611946,0.04670672],"study_design_scores_gemma":[0.00003515258,0.00005895034,0.0002242265,0.002331042,0.00003170959,0.0002306259,0.01003434,0.0004706742,0.0002051607,0.7452784,0.2410549,0.00004485608],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004873313,0.08592342,0.3700553,0.2901864,0.005425013,0.001140392,0.0002660104,0.0009250269,0.2412051],"genre_scores_gemma":[0.3630515,0.06446533,0.4674445,0.05183925,0.006018452,0.005345997,0.0003505933,0.001129406,0.04035498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8864787,"threshold_uncertainty_score":0.6003654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2084503771225199,"score_gpt":0.4118281330680298,"score_spread":0.20337775594551,"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."}}