{"id":"W2132464933","doi":"10.19030/rbis.v11i2.4422","title":"Information-System Investment: An IS-Commons Market-Failure","year":2007,"lang":"en","type":"article","venue":"Review of Business Information Systems (RBIS)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Investment (military); Yield (engineering); Business; Face (sociological concept); Return on investment; Process (computing); Industrial organization; Investment strategy; Economics; Finance; Marketing; Microeconomics; Computer science","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":[0.004011777,0.0003061004,0.0008231869,0.001219373,0.001659686,0.006372725,0.001275409,0.003221157,0.009590683],"category_scores_gemma":[0.009830979,0.0002640734,0.0004073187,0.001107109,0.006478757,0.009192816,0.002947707,0.002611389,0.001042894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003837674,"about_ca_system_score_gemma":0.001829154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178126,"about_ca_topic_score_gemma":0.001679915,"domain_scores_codex":[0.9977496,0.0006869554,0.00007224533,0.0002224906,0.000881048,0.0003876894],"domain_scores_gemma":[0.9928812,0.003403349,0.001020393,0.0007786147,0.000902573,0.001013793],"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":[0.0001777635,0.0002032814,0.008167237,0.0001328306,0.00004413013,0.0009952482,0.001476346,0.006523031,0.001472029,0.9129425,0.01384685,0.05401879],"study_design_scores_gemma":[0.00006762993,0.0002199786,0.01286762,0.0001847924,0.000023803,0.0005964454,0.004023506,0.03627704,0.0009701127,0.8905758,0.05411743,0.00007579959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.523844,0.0025762,0.0430789,0.1194035,0.0004173181,0.0002098945,0.0003920573,0.0004481153,0.3096301],"genre_scores_gemma":[0.9923421,0.0003450097,0.0008018198,0.001004578,0.0001197299,0.00003630831,0.0000312244,0.00002456134,0.005294727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009590683,"threshold_uncertainty_score":0.03208405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01383887409671576,"score_gpt":0.2087654176823925,"score_spread":0.1949265435856768,"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."}}