{"id":"W4238231548","doi":"10.1353/nin.2004.0034","title":"Contributors","year":2004,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001953372,0.000979556,0.000702393,0.003909599,0.002670061,0.004704307,0.001732995,0.001562253,0.832967],"category_scores_gemma":[0.01599031,0.0004524254,0.0003601541,0.001597816,0.000540861,0.001700634,0.002986649,0.001660779,0.6748846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001553867,"about_ca_system_score_gemma":0.003906723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002739958,"about_ca_topic_score_gemma":0.004787563,"domain_scores_codex":[0.998201,0.0002919017,0.00006763898,0.0002705706,0.0008897376,0.0002791624],"domain_scores_gemma":[0.9883024,0.001364012,0.0003845853,0.001127098,0.005906152,0.002915815],"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":[0.0001325615,0.00004276668,0.0007182379,0.00009652328,0.000003420338,0.0001008011,0.000134889,0.00002859829,0.0002139662,0.003826953,0.9290854,0.06561579],"study_design_scores_gemma":[0.00001119468,0.000006051672,0.0002816837,0.00005883356,0.000003955985,0.00007669422,0.0001367458,0.00004174093,0.0001296846,0.0004410412,0.9988086,0.000003787433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002016607,0.001103473,0.003651823,0.01220978,0.01420209,0.0006588045,0.008134269,0.003421454,0.9546018],"genre_scores_gemma":[0.002644572,0.0002164399,0.0006097905,0.001028081,0.0004570904,0.0001325306,0.00157587,0.0003746501,0.9929608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.167033,"threshold_uncertainty_score":0.2382523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007171308307180035,"score_gpt":0.2403309532991337,"score_spread":0.2331596449919537,"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."}}