{"id":"W7015651630","doi":"","title":"Technical opinions from CCMC","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Information system; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006518499,0.0007255753,0.0007146925,0.002850906,0.003547472,0.004941625,0.001903251,0.00334431,0.2175548],"category_scores_gemma":[0.02061711,0.0003096218,0.0006382938,0.003053775,0.0009040914,0.00210455,0.002451516,0.003669608,0.08582509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01186682,"about_ca_system_score_gemma":0.02564411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08017176,"about_ca_topic_score_gemma":0.1234366,"domain_scores_codex":[0.991735,0.0006400737,0.0003506341,0.0007303557,0.005862275,0.0006817199],"domain_scores_gemma":[0.9761312,0.001419055,0.0003691485,0.001161669,0.018272,0.002646891],"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":[0.00001555423,0.000008084065,0.0001401749,0.0001173259,0.000002205012,0.00007836657,0.00009718432,0.00005376874,0.000312043,0.003720776,0.9556264,0.03982819],"study_design_scores_gemma":[0.000002197521,0.000002011856,0.0001937102,0.00006742662,0.000001492942,0.00003014208,0.00005768564,0.00003027264,0.0001568064,0.0002911604,0.9991636,0.000003581709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001798545,0.01792166,0.0059104,0.2062519,0.05870845,0.0005077304,0.00949963,0.001243952,0.6981577],"genre_scores_gemma":[0.01467974,0.01096013,0.006337287,0.02958232,0.008000358,0.0003251947,0.005637096,0.001128535,0.9233494],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2175548,"threshold_uncertainty_score":0.7277933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04549235142628852,"score_gpt":0.2310753834296472,"score_spread":0.1855830320033587,"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."}}