{"id":"W2620926171","doi":"","title":"Multi-Paradigmatic Theorizing: Mixing Design and Exploration","year":2017,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Popularity; Context (archaeology); Perspective (graphical); Computer science; Design science research; Epistemology; Development theory; Designtheory; Sociology; Management science; Empirical research; Data science; Engineering; Artificial intelligence; Information system; Human–computer interaction; Psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.1415009,0.001603468,0.002092438,0.007098095,0.005485434,0.0180613,0.004961685,0.003453074,0.005139836],"category_scores_gemma":[0.09906586,0.001561102,0.002211808,0.005719715,0.03779668,0.02529295,0.01527875,0.006397701,0.0006799372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01025811,"about_ca_system_score_gemma":0.01926187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277836,"about_ca_topic_score_gemma":0.001881667,"domain_scores_codex":[0.8140177,0.1623988,0.003803866,0.0060636,0.01204664,0.001669484],"domain_scores_gemma":[0.863305,0.1083235,0.003330593,0.01749766,0.005670808,0.001872407],"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":[0.00005728257,0.0002234635,0.001538408,0.001018982,0.00008545976,0.0002029449,0.06373869,0.002105478,0.0008623264,0.8614204,0.0009345448,0.06781208],"study_design_scores_gemma":[0.00009116151,0.0001373521,0.0005193541,0.001146971,0.0000506591,0.0001865895,0.02231667,0.008731573,0.0009354255,0.9414586,0.02438358,0.00004193603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02354835,0.001207271,0.9310648,0.009565494,0.0001916998,0.001952894,0.00006633515,0.0001809121,0.03222221],"genre_scores_gemma":[0.294458,0.0008456552,0.6981143,0.001176794,0.00006822051,0.003630303,0.00009779614,0.0001167479,0.001492232],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1415009,"threshold_uncertainty_score":0.7483375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3448190995430646,"score_gpt":0.4472603649598962,"score_spread":0.1024412654168316,"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."}}