{"id":"W1547181583","doi":"","title":"Innovation and Productivity: Summary Results for Canadian Manufacturing Establishments","year":2011,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Innovation, Science and Economic Development Canada","funders":"","keywords":"Lagging; Productivity; Human capital; Total factor productivity; Labour economics; Business; Economics; Survey data collection; Industrial organization; Economic growth","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":[0.001943044,0.0008536104,0.000826833,0.005085277,0.00127934,0.001454658,0.001381401,0.0004428882,0.004369933],"category_scores_gemma":[0.004711913,0.0003344817,0.001861337,0.01296341,0.0005425288,0.0004869987,0.0009332694,0.0005866709,0.0008558921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01986739,"about_ca_system_score_gemma":0.02228225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947632,"about_ca_topic_score_gemma":0.9958001,"domain_scores_codex":[0.9983865,0.00009776557,0.00008383021,0.0002191406,0.0007597474,0.0004530431],"domain_scores_gemma":[0.9936785,0.0008272605,0.0007602987,0.0002792954,0.0037198,0.000734935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002795194,0.00006214064,0.95033,0.000318871,0.0005382685,0.0001216385,0.0004802243,0.003433678,0.0001944205,0.0004315073,0.01351945,0.03029024],"study_design_scores_gemma":[0.00001130644,0.0000275987,0.9959446,0.00002068938,0.000128732,0.00002199771,0.0002618547,0.0006517404,0.00008260898,0.00003799906,0.002793055,0.00001791045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8064143,0.01120006,0.001232948,0.0006941016,0.00005571359,0.0001630074,0.1637443,0.0004129921,0.01608249],"genre_scores_gemma":[0.9317778,0.005219299,0.0008590338,0.0000922675,0.00003341968,0.00004757915,0.05281093,0.00005905232,0.009100663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01986739,"threshold_uncertainty_score":0.1441487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07215597846513756,"score_gpt":0.2709952660027571,"score_spread":0.1988392875376195,"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."}}