{"id":"W3122575063","doi":"","title":"The Trend to Smaller Producers in Manufacturing: A Canada/U.S. Comparison","year":2002,"lang":"en","type":"article","venue":"","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Agricultural economics; Industrial organization; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001582098,0.00006948287,0.0001309691,0.0001048681,0.00007179117,0.0000451292,0.0001480004,0.00002297447,0.0009117911],"category_scores_gemma":[0.00003461615,0.00005914246,0.00001695752,0.0002231735,0.00001084133,0.00003968975,0.00002316299,0.00008506441,0.0002594249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001293627,"about_ca_system_score_gemma":0.000008974679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1044683,"about_ca_topic_score_gemma":0.7116909,"domain_scores_codex":[0.9992238,0.000003858715,0.0003541988,0.0001932652,0.00002624303,0.0001986065],"domain_scores_gemma":[0.9996713,0.00002165146,0.0000651864,0.0001940789,0.000005720372,0.00004207824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001250967,0.0001014474,0.1382986,0.000009512907,0.00002629736,0.000003910956,0.000934004,0.0003569813,0.000003355723,0.2433684,0.6039332,0.01295177],"study_design_scores_gemma":[0.0001822627,0.00001305035,0.1393518,0.00000152153,2.394956e-7,4.15374e-7,0.00009569729,0.001370952,0.0002578591,0.000609451,0.8580047,0.0001120257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5977507,0.0003531352,0.00007462689,0.03768985,0.0004769662,0.0002343717,0.00001562134,0.00002486676,0.3633799],"genre_scores_gemma":[0.9816661,0.00001144683,0.00009938003,0.001584083,0.00002899921,0.00001510713,0.0000020743,0.000007159521,0.01658565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6072226,"threshold_uncertainty_score":0.9983472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05318160896416719,"score_gpt":0.207895532580238,"score_spread":0.1547139236160708,"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."}}