{"id":"W4391902282","doi":"10.5406/23256672.100.2.21","title":"Contributors","year":2023,"lang":"en","type":"article","venue":"Italica","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00008637166,0.00003639528,0.0000498457,0.00003097222,0.00006724876,0.00003936604,0.0002042081,0.00001431593,0.00002517981],"category_scores_gemma":[0.0001221785,0.0000301893,0.00002449745,0.0002925644,0.00001025149,0.0000416706,0.0001287842,0.00001984322,0.0006060521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009099083,"about_ca_system_score_gemma":0.000006160054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000180642,"about_ca_topic_score_gemma":8.734269e-7,"domain_scores_codex":[0.9995866,0.000008054572,0.0000580857,0.0001153402,0.00009314998,0.0001387127],"domain_scores_gemma":[0.9996778,0.00005365804,0.00001429714,0.0001932016,0.00003259116,0.00002845239],"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":[0.000002297343,0.00002621754,0.0006332212,0.000009689195,0.00003859858,0.0003099656,0.002664575,0.00001368576,0.0005152429,0.7118108,0.2445142,0.03946158],"study_design_scores_gemma":[0.0007979012,0.0001408722,0.04190556,0.00002588004,0.00001161469,0.00002562173,0.0003939102,0.02461732,0.001810929,0.03073997,0.8990567,0.0004737244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2349533,0.002225146,0.4199737,0.02815506,0.01027307,0.0007649735,0.00005743549,0.008441256,0.2951561],"genre_scores_gemma":[0.9974343,0.000007674777,0.0008011846,0.0007407754,0.0002058998,0.000008274735,0.000004406253,0.000002818316,0.0007946832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.762481,"threshold_uncertainty_score":0.7789776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009037847799055716,"score_gpt":0.2442498919454855,"score_spread":0.2352120441464297,"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."}}