{"id":"W6960850484","doi":"10.1371/journal.pone.0283507.t003","title":"Distribution of EFS categories.","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confidence interval; Correlation; Proportional hazards model; Concurrent validity; Ordinal Scale; Predictive validity; Categorical variable; Linear regression","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":[],"consensus_categories":[],"category_scores_codex":[0.002060526,0.0008159093,0.0006754008,0.005837296,0.0004265552,0.001119182,0.0008909912,0.0006881046,0.09406547],"category_scores_gemma":[0.01009204,0.0001782016,0.0007320435,0.004046349,0.0004607969,0.0009816057,0.00154798,0.001102139,0.02164955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097935,"about_ca_system_score_gemma":0.0008601266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785565,"about_ca_topic_score_gemma":0.002106894,"domain_scores_codex":[0.9975072,0.000519098,0.0004630986,0.000467422,0.0005252566,0.000518105],"domain_scores_gemma":[0.9962048,0.001015533,0.0009446773,0.0003413099,0.00106486,0.0004288222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004678742,0.0004045005,0.3737472,0.001750187,0.0004796732,0.001114447,0.001512237,0.001577197,0.001663153,0.01335019,0.3686986,0.2310238],"study_design_scores_gemma":[0.0005130038,0.0008291865,0.668574,0.001185586,0.0001102967,0.004345268,0.003751798,0.006461416,0.0006199993,0.01766065,0.2957828,0.0001658752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3527549,0.006552557,0.01128725,0.004021079,0.001805955,0.00184028,0.4508419,0.002969815,0.1679263],"genre_scores_gemma":[0.7383804,0.001760073,0.01123613,0.001311457,0.0003558202,0.003407837,0.1939824,0.0006662568,0.04889961],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09406547,"threshold_uncertainty_score":0.3146803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035566683001102,"score_gpt":0.3260064489354838,"score_spread":0.2656507821054727,"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."}}