{"id":"W4320508322","doi":"10.5406/23256672.99.2.14","title":"Contributors","year":2022,"lang":"en","type":"article","venue":"Italica","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001952494,0.0007463977,0.0006310783,0.003116446,0.003061396,0.00671823,0.002062923,0.002297139,0.5416798],"category_scores_gemma":[0.01225644,0.0003267381,0.0004658781,0.003219249,0.0008186054,0.004305284,0.003460121,0.002161138,0.3367019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326376,"about_ca_system_score_gemma":0.00528503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003984629,"about_ca_topic_score_gemma":0.005127432,"domain_scores_codex":[0.9977241,0.0003188876,0.0001144769,0.000409871,0.001095096,0.0003376248],"domain_scores_gemma":[0.9928301,0.000732019,0.000191621,0.0006728919,0.004280726,0.001292605],"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":[0.00001524932,0.000008051605,0.0001141141,0.00007520564,0.000001305405,0.0000298785,0.0001522339,0.00001780539,0.00004125483,0.006330729,0.9624383,0.03077587],"study_design_scores_gemma":[0.000001915579,0.000002645378,0.000158065,0.00007549616,6.801263e-7,0.00002547119,0.0001523576,0.000008191314,0.00001816645,0.0007212249,0.998834,0.000001875113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001490643,0.006585324,0.001787829,0.03667203,0.05859523,0.0004701093,0.008816575,0.001099494,0.8844827],"genre_scores_gemma":[0.005254771,0.003328928,0.001041689,0.005315306,0.005288619,0.0002291459,0.005416529,0.0004746126,0.9736503],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4583202,"threshold_uncertainty_score":0.6537381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004437769093075186,"score_gpt":0.2007578122435849,"score_spread":0.1963200431505097,"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."}}