{"id":"W2587029877","doi":"10.24251/hicss.2017.610","title":"Characterizing, Explaining and Valuing the Effective Use of an IT Artefact: A Field Study of Performance Management Information Systems in SMEs","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Relevance (law); Field (mathematics); Knowledge management; Empirical research; Information system; Computer science; Management science; Engineering; Epistemology; Mathematics","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00313126,0.0003735239,0.0005716628,0.0007787548,0.000982275,0.001416001,0.004826838,0.0001403359,0.000009071404],"category_scores_gemma":[0.0001524736,0.0002263669,0.000130322,0.0006345836,0.001033712,0.01049336,0.001057848,0.0003436347,0.000005569611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254986,"about_ca_system_score_gemma":0.00008902491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001262273,"about_ca_topic_score_gemma":0.000040176,"domain_scores_codex":[0.9954097,0.00002033759,0.001411465,0.0005170658,0.002270008,0.000371375],"domain_scores_gemma":[0.991926,0.0001107448,0.004567788,0.0002769312,0.003089273,0.00002932287],"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":[0.0001846021,0.0001092406,0.04164663,0.000530476,0.00006556111,3.349323e-7,0.003415636,0.0001306097,0.0001854355,0.9520448,0.00008719505,0.001599426],"study_design_scores_gemma":[0.0008539073,0.0006366121,0.07576432,0.005156488,0.00004549773,0.00002197717,0.9099168,0.0060262,0.0006741378,0.0003249306,0.0002725499,0.0003065931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012587,0.000003402257,0.00000471911,0.0009784296,0.0008586918,0.0008733543,0.00004873276,0.00002714094,0.3959469],"genre_scores_gemma":[0.9994642,0.00001935616,0.00003927978,0.0000964772,0.0001182922,0.0001295617,0.000001755126,0.000009490042,0.0001216072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9517199,"threshold_uncertainty_score":0.9996206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172611989095035,"score_gpt":0.2799589682475161,"score_spread":0.2382328483565658,"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."}}