{"id":"W1522802466","doi":"","title":"Skill Shortages and Advanced Technology Adoption","year":2001,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Economic shortage; Business; Marketing; Labour economics; Economic growth; 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":[0.001417762,0.0003075824,0.0007142185,0.002070064,0.0001393452,0.0001421526,0.0005136631,0.0007812396,0.0002223648],"category_scores_gemma":[0.0004546668,0.0004074372,0.00009799519,0.000458936,0.0003577401,0.0001653183,0.0008264497,0.001647698,0.00006742384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699035,"about_ca_system_score_gemma":0.00009482541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005189204,"about_ca_topic_score_gemma":0.0001219396,"domain_scores_codex":[0.9969946,0.00003589777,0.001041792,0.001184601,0.0000570539,0.0006860304],"domain_scores_gemma":[0.9984203,0.000115986,0.0003749742,0.0008846591,0.0000923039,0.0001117515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008755792,0.0002903183,0.2829284,0.0002843606,0.0001430235,0.00004860483,0.0003934877,0.002181311,0.00004584209,0.2772923,0.0001797074,0.4361251],"study_design_scores_gemma":[0.002704229,0.0003566789,0.1714343,0.00040902,0.000008535882,0.00005355012,0.00161052,0.01473586,0.000190435,0.4166608,0.3897271,0.002109002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7818878,0.001521943,0.00004632389,0.002040565,0.0005638943,0.0007294344,0.000153923,0.00009896645,0.2129571],"genre_scores_gemma":[0.9605231,0.03316327,0.001828947,0.0001618638,0.0001398078,0.0002648558,0.0001013497,0.00007330797,0.00374351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434016,"threshold_uncertainty_score":0.9998378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374756918612104,"score_gpt":0.2951729233779154,"score_spread":0.2614253541917944,"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."}}