{"id":"W4408188407","doi":"10.5406/23256672.101.2.27","title":"Contributors","year":2024,"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":"History","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":[0.001515197,0.0008904193,0.0006541802,0.00251565,0.002242966,0.006195136,0.001776517,0.002189712,0.5713505],"category_scores_gemma":[0.00888133,0.0003263773,0.0004772852,0.002168236,0.0006614598,0.003890625,0.003417182,0.002016938,0.3988132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435239,"about_ca_system_score_gemma":0.003589802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001982658,"about_ca_topic_score_gemma":0.002751848,"domain_scores_codex":[0.9980187,0.0002670765,0.00009774055,0.0003832459,0.0009601971,0.0002728755],"domain_scores_gemma":[0.993758,0.0005866087,0.0001917075,0.0005239405,0.003353194,0.001586688],"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":[0.00001721335,0.00001175246,0.0001146558,0.00006585092,0.000001524883,0.00004407958,0.00009157573,0.00002355093,0.00008622793,0.004034096,0.9560652,0.03944432],"study_design_scores_gemma":[0.000002104381,0.000003742109,0.0001286713,0.00006147503,8.322443e-7,0.00004939978,0.00009108315,0.00001080551,0.0000280322,0.0006606193,0.9989611,0.000002135629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001631318,0.01017121,0.002892925,0.03773427,0.07234322,0.0004037526,0.005392314,0.001559437,0.8678715],"genre_scores_gemma":[0.004130544,0.004172443,0.001069841,0.005473885,0.006951739,0.0001496948,0.003372578,0.000486902,0.9741924],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4286495,"threshold_uncertainty_score":0.6114165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004350464398738153,"score_gpt":0.2373801232252493,"score_spread":0.2330296588265112,"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."}}