{"id":"W151743394","doi":"","title":"Open Source: Shifting Buying and Evaluation Patterns of BI Users","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Business; Computer science; Operating system; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002608132,0.0002181287,0.0002617073,0.001584888,0.000733316,0.002065848,0.0004433384,0.0007639647,0.004061686],"category_scores_gemma":[0.02734265,0.0003153891,0.0002981187,0.001482978,0.0003389922,0.002144249,0.0009106086,0.0008503465,0.0008189565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005547559,"about_ca_system_score_gemma":0.0003973265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005844356,"about_ca_topic_score_gemma":0.009431962,"domain_scores_codex":[0.9986305,0.0006568878,0.0001055223,0.0001120347,0.000339955,0.0001551253],"domain_scores_gemma":[0.978893,0.01380763,0.002297436,0.001457334,0.002287973,0.001256586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001971285,0.0008431273,0.8391787,0.0000908806,0.0001094093,0.000181895,0.01726208,0.0002998016,0.00635099,0.001009322,0.001166056,0.1315365],"study_design_scores_gemma":[0.00002368321,0.0003530856,0.9784548,0.0000391013,0.00008322302,0.000349043,0.01069404,0.004624438,0.00214111,0.001174027,0.001991751,0.00007176435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976254,0.00004105459,0.000357,0.00008351544,0.000002537857,0.000008892575,0.00003708026,0.00002087627,0.001823576],"genre_scores_gemma":[0.9980829,0.00003515414,0.0004807871,0.00004839604,0.00000361163,0.000009257834,0.0001035081,0.00001892873,0.001217498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005844356,"threshold_uncertainty_score":0.01379329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1339740888229783,"score_gpt":0.3980673944868853,"score_spread":0.264093305663907,"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."}}