{"id":"W1792687395","doi":"10.2139/ssrn.518242","title":"Why Information Should Influence Productivity","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Productivity; Environmental science; Economics; Economic growth","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":[0.002433088,0.0001564768,0.0002567912,0.0002341986,0.0002267073,0.0001284934,0.00028258,0.00009017364,0.00003830344],"category_scores_gemma":[0.0003058416,0.0001759735,0.000106014,0.0002208541,0.00005553906,0.002697825,0.00003829333,0.00132775,0.0006065891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180331,"about_ca_system_score_gemma":0.0005583297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005507309,"about_ca_topic_score_gemma":0.0004535136,"domain_scores_codex":[0.997702,0.00001547991,0.0005359057,0.0002509714,0.00004520827,0.001450448],"domain_scores_gemma":[0.9991296,0.0000122948,0.0004332497,0.0002774795,0.0000569237,0.00009047965],"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":[0.00003003263,0.0000590582,0.0241179,0.0000106009,0.0000636365,5.103565e-7,0.0002731419,0.001334466,0.00002804668,0.9699748,0.0001481584,0.003959658],"study_design_scores_gemma":[0.0006424914,0.0001427839,0.01039227,0.000005715412,0.000004320032,0.0001801985,0.0001049777,0.00001888654,0.0001752215,0.9460969,0.04200195,0.0002343244],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517892,0.001982832,0.02966846,0.009775348,0.0005223857,0.0001922325,0.00001651331,0.00005100013,0.006002005],"genre_scores_gemma":[0.9976495,0.0007925733,0.0001680891,0.0008877485,0.0003057783,0.000008269066,0.000005057531,0.00001333261,0.0001696517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04586028,"threshold_uncertainty_score":0.7796679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548642158200861,"score_gpt":0.2050900789488123,"score_spread":0.1896036573668037,"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."}}