{"id":"W2889887823","doi":"10.4018/jeco.2018100101","title":"Organizational Characteristics of B2B E-Commerce Adopters in the Canadian Manufacturing Sector","year":2018,"lang":"en","type":"article","venue":"Journal of Electronic Commerce in Organizations","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Early adopter; Manufacturing sector; Marketing; Industrial organization; Business administration; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001769061,0.000129213,0.000294715,0.001173781,0.0002128251,0.00009248062,0.001291279,0.0001463145,0.001258885],"category_scores_gemma":[0.002074159,0.00009687919,0.00004892417,0.002837249,0.0001729724,0.0002160759,0.00006154968,0.0006910646,0.00004005188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004149453,"about_ca_system_score_gemma":0.001153845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001579449,"about_ca_topic_score_gemma":0.08757064,"domain_scores_codex":[0.9975477,0.0002473818,0.001069477,0.000157702,0.0006254654,0.0003522536],"domain_scores_gemma":[0.9975093,0.0004473081,0.0005647755,0.0003906553,0.001004632,0.00008334971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001652922,0.000180541,0.9812247,0.000002114813,0.00001709624,0.0000144434,0.002772644,0.00007624309,0.0003180087,0.0112452,0.002239336,0.001893155],"study_design_scores_gemma":[0.0003916152,0.0001320246,0.9879159,0.0000227832,0.00001634219,0.0001424534,0.0009975962,0.0001149971,0.0007011511,0.003651806,0.005807005,0.000106295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866697,0.00003938371,0.001148219,0.01144622,0.0002149973,0.0001111136,0.00001226997,0.000008242036,0.0003498662],"genre_scores_gemma":[0.9985437,0.00002957011,0.0001962308,0.001003399,0.0001059716,9.618589e-7,0.000007132337,0.00001748336,0.00009553656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08599119,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04049261488846079,"score_gpt":0.3209165438130113,"score_spread":0.2804239289245505,"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."}}