{"id":"W6985940320","doi":"","title":"CE Fall 2013","year":2013,"lang":"en","type":"article","venue":"CSUSB ScholarWorks (California State University, San Bernardino)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Face (sociological concept); Natural (archaeology)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004356889,0.0002506636,0.0002908583,0.0002031749,0.002721209,0.0003885173,0.0006298996,0.0002050128,0.002994151],"category_scores_gemma":[0.00009848824,0.0002515349,0.0002445743,0.0007309707,0.0006074706,0.001147685,0.0003930869,0.000551998,0.003546797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089359,"about_ca_system_score_gemma":0.0001714862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01940728,"about_ca_topic_score_gemma":0.006090331,"domain_scores_codex":[0.9975932,0.0003152004,0.0002343309,0.0004584504,0.0006051396,0.0007937304],"domain_scores_gemma":[0.9983516,0.0001513503,0.0001479648,0.0003664422,0.0004666246,0.0005159907],"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":[0.0001034654,0.0003282971,0.09230457,0.00004250881,0.0005082542,0.0002320584,0.01516246,0.001120708,0.0001578763,0.02477915,0.835548,0.02971259],"study_design_scores_gemma":[0.0006066443,0.00003081128,0.01797224,0.00003404243,0.00006001226,0.000003487146,0.01262379,0.000131562,0.000007796901,0.002117055,0.9659964,0.0004160935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6441721,0.0006582274,0.001595853,0.01530197,0.001046534,0.001091564,0.000301997,0.0005041264,0.3353276],"genre_scores_gemma":[0.9446456,0.001396131,0.000898605,0.0003562522,0.0003929657,0.000003761996,0.00003329134,0.00003429408,0.05223908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3004735,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01193436664834892,"score_gpt":0.2301952817529285,"score_spread":0.2182609151045796,"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."}}