{"id":"W2284316806","doi":"","title":"ORGANIZATIONAL CHARACTERISTICS OF B2B ADOPTERS IN THE CANADIAN MANUFACTURING SECTOR","year":2007,"lang":"en","type":"article","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Business; Early adopter; Marketing; Manufacturing sector; Industrial organization; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000847336,0.0002185361,0.0002073925,0.002205535,0.00408036,0.002082145,0.0006201288,0.0004846938,0.002580877],"category_scores_gemma":[0.003470791,0.0002922737,0.0002184475,0.003022534,0.001146983,0.0005384545,0.0008437346,0.0006869684,0.0002681002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009951136,"about_ca_system_score_gemma":0.01167758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9466879,"about_ca_topic_score_gemma":0.9714723,"domain_scores_codex":[0.9990582,0.00008838932,0.00003425306,0.00008705408,0.0003465476,0.0003855605],"domain_scores_gemma":[0.9955907,0.0005253826,0.001265371,0.0001120105,0.001351667,0.001154814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009499476,0.0001593058,0.9466298,0.00003444852,0.00001291464,0.0001798508,0.03423284,0.0001018133,0.001210952,0.0003972499,0.000730615,0.01621532],"study_design_scores_gemma":[0.000002798848,0.00003841524,0.9707726,0.00001301129,0.000003685981,0.00003256189,0.02738543,0.00008335072,0.00007292972,0.00001908224,0.001565785,0.00001043666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982564,0.0000939973,0.00003085307,0.000138923,0.000002826072,0.00001871278,0.0001114277,0.000001642652,0.001345139],"genre_scores_gemma":[0.9980525,0.0002266935,0.00009189246,0.00007243382,0.000002877905,0.00001103568,0.0001855311,0.000002764046,0.001354334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05331212,"threshold_uncertainty_score":0.1072521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047204205166182,"score_gpt":0.1624629206253263,"score_spread":0.1519908785736644,"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."}}