{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000217526,0.0003056323,0.0003101512,0.001769952,0.001156341,0.0001559571,0.0009325724,0.0001927548,0.0001531298],"category_scores_gemma":[0.00003234642,0.0003348756,0.0001706616,0.001463346,0.000539398,0.00199872,0.000356443,0.0003829167,0.0000257378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016283,"about_ca_system_score_gemma":0.0007092848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02160133,"about_ca_topic_score_gemma":0.02478136,"domain_scores_codex":[0.9981774,0.00005087294,0.0003150482,0.00044528,0.0005299357,0.0004814802],"domain_scores_gemma":[0.9989873,0.0001038827,0.0002894226,0.000334565,0.0002011479,0.00008372798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002335837,0.0001187349,0.8457108,0.0001323602,0.0001190624,0.004851139,0.0002856599,0.00007366882,0.0008285554,0.1453938,0.000580504,0.001672084],"study_design_scores_gemma":[0.0008686201,0.00001438954,0.5935226,0.000087426,0.0001866851,0.00003921046,0.002319397,0.00003377891,0.0008862741,0.00002822926,0.4015718,0.0004415858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8085177,0.00003790133,0.0000964397,0.0004707675,0.0007101839,0.0002826853,0.00004636686,0.00009410812,0.1897439],"genre_scores_gemma":[0.9964331,0.00002004049,0.00007983488,0.0003171257,0.000274159,2.104316e-7,0.0001414782,0.00002401158,0.002709985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4009913,"threshold_uncertainty_score":0.9999104,"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."}}