{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001469873,0.0008348559,0.0006758834,0.002382852,0.003144774,0.007410113,0.001929256,0.002434941,0.5940109],"category_scores_gemma":[0.009103687,0.0003461165,0.0005357368,0.002708019,0.000856904,0.00443406,0.003932422,0.002116815,0.4072139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00341904,"about_ca_system_score_gemma":0.004553489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005327155,"about_ca_topic_score_gemma":0.007637117,"domain_scores_codex":[0.9980129,0.0002654518,0.0000986203,0.0004189326,0.0009139477,0.0002901682],"domain_scores_gemma":[0.9946229,0.0004845868,0.0001481676,0.0006300142,0.00288186,0.001232504],"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":[0.00001715953,0.000009974484,0.0001487798,0.00007519911,0.00000186182,0.00004739633,0.0001745531,0.00002539061,0.00006915844,0.009761389,0.9488914,0.0407777],"study_design_scores_gemma":[0.000001579025,0.000002658153,0.0001296897,0.00005044704,6.847769e-7,0.00003389826,0.00010701,0.000009462036,0.00002015551,0.0006954769,0.9989468,0.000002136163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001068496,0.00495054,0.001648111,0.02188387,0.02926673,0.0002185343,0.004780966,0.001024967,0.9351578],"genre_scores_gemma":[0.004717736,0.002542118,0.0009122398,0.003565722,0.002963027,0.000105217,0.003529987,0.0004962388,0.9811677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4059891,"threshold_uncertainty_score":0.5790942,"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."}}