{"id":"W1987936636","doi":"10.1142/s1363919613500230","title":"SHORT-TERM AND LONG-TERM RETURNS TO INNOVATION FROM THE APPLICATION OF TECHNOLOGY AND TRAINING PRACTICES","year":2013,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Obsolescence; Term (time); Training (meteorology); Service (business); Marketing; Business; Econometrics; Actuarial science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008250766,0.00009059765,0.000117401,0.001150075,0.00005260103,0.00008172448,0.0002687413,0.00005708556,0.0001848619],"category_scores_gemma":[0.0001228505,0.00007127054,0.00001175604,0.0009077296,0.00005360193,0.0003207455,0.00008524844,0.0001448289,0.00001389646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004293404,"about_ca_system_score_gemma":0.00001596993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008360684,"about_ca_topic_score_gemma":0.000006274827,"domain_scores_codex":[0.9985773,0.00003318308,0.0007807437,0.0001415384,0.0003781764,0.00008904302],"domain_scores_gemma":[0.9974816,0.00007176359,0.00111745,0.0001211463,0.001192962,0.00001506507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007222334,0.00004520137,0.3468002,0.000009832793,0.0003103107,0.000003191604,0.003428626,0.00001119851,0.004500504,0.04069206,0.0007406233,0.603386],"study_design_scores_gemma":[0.0004501639,0.00006262268,0.9924479,0.00007407955,0.00002612331,0.0000193735,0.001876545,0.00008077821,0.0002457441,0.002143725,0.002498282,0.00007471684],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979423,0.00005763391,0.01232895,0.006674218,0.0003349054,0.000363555,0.000002864041,0.000009849864,0.0008049683],"genre_scores_gemma":[0.9966307,0.00003129898,0.002358899,0.0005123877,0.0002025053,0.00004761678,0.00004457598,0.000007926088,0.0001640809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6456476,"threshold_uncertainty_score":0.2906328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669529149597221,"score_gpt":0.3862726908009452,"score_spread":0.3193197758412231,"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."}}