{"id":"W6922262495","doi":"10.11575/prism/32295","title":"Full Steam Ahead in 2014","year":2014,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Productivity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001637355,0.000745257,0.0004734805,0.0009906377,0.002766154,0.007418296,0.001055682,0.002509325,0.4680371],"category_scores_gemma":[0.004280917,0.000268241,0.0004629997,0.0008817196,0.000824208,0.002929735,0.005281462,0.003357561,0.2759332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370505,"about_ca_system_score_gemma":0.01266327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0369613,"about_ca_topic_score_gemma":0.103747,"domain_scores_codex":[0.9987963,0.0001026285,0.000029816,0.0001125546,0.0006026138,0.0003561078],"domain_scores_gemma":[0.9972529,0.00007430847,0.00005413299,0.0001080956,0.001071281,0.001439346],"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":[0.000009446405,0.000007479652,0.00005722166,0.00002028615,8.400008e-7,0.00001076926,0.00001540682,0.00002256547,0.00002494178,0.002098033,0.9867368,0.01099633],"study_design_scores_gemma":[0.000002285477,0.000002519308,0.0002216661,0.00001932929,3.570945e-7,0.000003352317,0.00003583028,0.000008737858,0.00001913078,0.0002884869,0.9993964,0.000001749615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001221335,0.003699406,0.001083915,0.07739885,0.07981817,0.0001333679,0.01152295,0.001824979,0.823297],"genre_scores_gemma":[0.001686149,0.0007826777,0.0002881005,0.004949112,0.001120063,0.00002559726,0.002528779,0.0003060322,0.9883134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4680371,"threshold_uncertainty_score":0.7587805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606951323634416,"score_gpt":0.1682195538099595,"score_spread":0.1521500405736154,"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."}}