{"id":"W3016257857","doi":"10.5430/jbar.v9n1p9","title":"An Investigation on the Adoption of Electronic Commerce Systems for the Operators of Construction Companies","year":2020,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Multinational corporation; Construction industry; Marketing; Innovation diffusion; E-commerce; Knowledge management; Diffusion of innovations; Industrial organization; Computer science; Engineering","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":[0.002558544,0.0001994986,0.0001810007,0.001098182,0.001460165,0.001826133,0.0003227653,0.0006572489,0.001347777],"category_scores_gemma":[0.01047894,0.0003168272,0.0002324465,0.0008988219,0.000691817,0.001076411,0.0006347093,0.001073755,0.000194363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158608,"about_ca_system_score_gemma":0.002037618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007375685,"about_ca_topic_score_gemma":0.01077001,"domain_scores_codex":[0.9983245,0.0007232424,0.00009590943,0.0001141254,0.0005041376,0.0002381123],"domain_scores_gemma":[0.9904483,0.004660977,0.002035011,0.0002718442,0.001724192,0.0008595562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009802176,0.0006350572,0.6940558,0.0001529812,0.00002287834,0.001487119,0.2747433,0.0001420743,0.004440546,0.0008013571,0.0004412316,0.02297966],"study_design_scores_gemma":[0.000008134237,0.0009052879,0.6644714,0.0001095262,0.00002488181,0.0008916884,0.3268564,0.0008203477,0.0007212702,0.0001034233,0.005051438,0.00003616694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991115,0.00002179962,0.000064649,0.00007911094,0.000001216907,0.00001033737,0.000006795712,9.990607e-7,0.0007036333],"genre_scores_gemma":[0.998914,0.0001489793,0.0002166999,0.00007140195,0.000003396402,0.00001554895,0.00001979058,0.00000163611,0.00060845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007375685,"threshold_uncertainty_score":0.01466548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3609658113039497,"score_gpt":0.4559731874939383,"score_spread":0.09500737618998867,"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."}}