{"id":"W2099740377","doi":"10.3386/w19767","title":"Technological Learning and Labor Market Dynamics","year":2013,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dynamics (music); Economics; Labour economics; Economic geography; Industrial organization; Sociology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007995368,0.0002917729,0.0009881626,0.00115746,0.0001897669,0.0001511931,0.0005428546,0.0008501243,0.005493116],"category_scores_gemma":[0.002137276,0.0003376559,0.0001787805,0.0001614264,0.0009000789,0.0002387335,0.000481935,0.001317643,0.000647052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135799,"about_ca_system_score_gemma":0.0006691376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124006,"about_ca_topic_score_gemma":0.00007816764,"domain_scores_codex":[0.9969556,0.00007362573,0.001310766,0.0008951749,0.0002074938,0.0005573033],"domain_scores_gemma":[0.9972801,0.0008284657,0.0007915001,0.0003349963,0.0006260771,0.0001388646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000170541,0.00003530652,0.009124547,0.0001175214,0.0001413825,0.000001331055,0.00001846394,0.00005968109,0.000001467169,0.9635456,0.02505339,0.001884318],"study_design_scores_gemma":[0.0002823438,0.00008289598,0.0008184299,0.00004431997,0.000004092618,0.00001754582,0.0000959172,0.00726114,0.000006438031,0.8137395,0.1773454,0.0003019307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009036513,0.004641826,0.00004696535,0.001260749,0.0004284078,0.0005260417,0.0007109775,0.00004259177,0.9833059],"genre_scores_gemma":[0.8644558,0.01476479,0.0005814005,0.00002294138,0.0004996651,0.0001861893,0.00038442,0.00009211228,0.1190126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8642933,"threshold_uncertainty_score":0.9999076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2436610332562793,"score_gpt":0.4386004534573443,"score_spread":0.1949394202010651,"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."}}