{"id":"W2160248744","doi":"","title":"On the Methodological and Philosophical Challenges of Sociomaterial Theorizing: An Overview of Competing Conceptualizations","year":2012,"lang":"en","type":"article","venue":"CBS Research Portal (Copenhagen Business School)","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Epistemology; Sociology; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01264761,0.00009549578,0.0002571787,0.00009086693,0.0007062285,0.0000820208,0.0002911352,0.000102721,0.005598095],"category_scores_gemma":[0.004386574,0.0000639742,0.00003762832,0.0004561558,0.0009290348,0.0007317775,0.0001259035,0.0001389061,0.00004840189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253524,"about_ca_system_score_gemma":0.0001603258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002814379,"about_ca_topic_score_gemma":0.00003596485,"domain_scores_codex":[0.9951391,0.003074406,0.0004952854,0.0001355112,0.0007908206,0.0003649284],"domain_scores_gemma":[0.997248,0.001345142,0.000258826,0.0002081842,0.0007839632,0.0001559071],"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":[0.00003878227,0.00005321731,0.0002532666,0.00008075622,0.00001621008,3.793238e-7,0.01313176,0.000001702553,0.001109113,0.9842315,0.0004138349,0.0006695289],"study_design_scores_gemma":[0.001915165,0.0007047863,0.1113563,0.0007252994,0.00006972167,0.000014768,0.6759878,0.00007070714,0.00758217,0.1659385,0.03486713,0.0007677053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230362,0.002889084,0.0004162337,0.005003811,0.0003897433,0.001102363,0.00005031,0.00003838016,0.06707387],"genre_scores_gemma":[0.9982708,0.0009052723,0.0002633073,0.00006537898,0.0003684777,0.00004264697,0.00002058669,0.00000916811,0.00005435785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.818293,"threshold_uncertainty_score":0.9953109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6368381482774157,"score_gpt":0.5413909764677497,"score_spread":0.095447171809666,"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."}}