{"id":"W4231756429","doi":"10.1353/nin.2001.0050","title":"Contributors","year":2001,"lang":"en","type":"article","venue":"Nine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008636854,0.00003956968,0.00005636361,0.00002538204,0.00002003771,0.0000069564,0.0000506885,0.0000182688,0.006671329],"category_scores_gemma":[0.00007889231,0.00003493643,0.00001654629,0.0001505299,0.00001575688,0.00003647592,0.0000115867,0.00003714166,0.01877347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000028384,"about_ca_system_score_gemma":0.000006886211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001882108,"about_ca_topic_score_gemma":0.0000161404,"domain_scores_codex":[0.9996431,0.00001078943,0.00005394048,0.00006699924,0.0000871778,0.0001379451],"domain_scores_gemma":[0.9997817,0.00001329525,0.00001685979,0.0001131569,0.00003193761,0.00004301441],"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":[0.00008369792,0.0001104839,0.1574392,0.000001639821,0.00002653465,0.000130692,0.00007152934,0.0000282584,0.05931482,0.004443615,0.7739795,0.004370017],"study_design_scores_gemma":[0.0005753276,0.00002169086,0.04349573,0.000002431847,0.000005302531,0.00001941089,0.000004853797,0.0001061443,0.002749754,0.00004503292,0.9529167,0.00005760388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7570726,0.0001628124,0.00009366147,0.0004203441,0.000116123,0.00006620995,0.00001577344,0.0002812677,0.2417712],"genre_scores_gemma":[0.949597,0.000002503996,0.00009063289,0.0001210694,0.0001265795,0.000002953741,0.00001423414,0.0000195663,0.05002548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1925244,"threshold_uncertainty_score":0.9942367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229552701399692,"score_gpt":0.2591555063937006,"score_spread":0.2468599793797037,"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."}}