{"id":"W4409665061","doi":"10.31219/osf.io/z254e_v1","title":"ALVINA DAMAYANTI (155100004)","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004080754,0.0005797958,0.0005594759,0.0001826592,0.0007563588,0.0009856768,0.0005919974,0.0003894016,0.09426711],"category_scores_gemma":[0.0002010364,0.000494728,0.0003663828,0.0000351724,0.0006119757,0.00007346876,0.0008267742,0.0006462631,0.008582147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001272616,"about_ca_system_score_gemma":0.0001955215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004048507,"about_ca_topic_score_gemma":0.001716716,"domain_scores_codex":[0.9973507,0.00009275179,0.0006663197,0.0008261051,0.0004441072,0.0006200164],"domain_scores_gemma":[0.9977399,0.00007994284,0.0003341378,0.0009689821,0.0006945721,0.0001824456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003567648,0.00025537,0.0001816339,0.000382138,0.0002859128,0.00005246176,0.02062572,0.000003932833,0.00001463823,0.7344926,0.2422685,0.001401454],"study_design_scores_gemma":[0.0003115797,0.0001607177,0.0004942368,0.0002875417,0.0002189663,0.000005114544,0.002214208,0.001265861,0.00008672367,0.007909197,0.986261,0.0007848744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01775337,0.001549623,0.00037151,0.0003294228,0.0131326,0.0004252128,0.0002188784,0.0002493879,0.96597],"genre_scores_gemma":[0.5698308,0.0003321289,0.0004081603,0.0005132554,0.01982554,0.00002064772,0.0003395329,0.0000799545,0.40865],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7439925,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815319020550815,"score_gpt":0.2542150769278291,"score_spread":0.226061886722321,"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."}}