{"id":"W4244472377","doi":"10.1080/00049670.2002.10755972","title":"Letters","year":2002,"lang":"en","type":"article","venue":"The Australian Library Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000231702,0.0001844496,0.0001437186,0.0001308578,0.000401409,0.0005281594,0.0009179449,0.000043466,0.03421512],"category_scores_gemma":[0.0000136462,0.0001149598,0.0001672856,0.0003921886,0.0001857541,0.002330462,0.00007052277,0.0007889314,0.02065461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002350757,"about_ca_system_score_gemma":0.00001161119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001338238,"about_ca_topic_score_gemma":1.041535e-7,"domain_scores_codex":[0.998391,0.0002529421,0.0003124464,0.0001386765,0.0003655946,0.0005393212],"domain_scores_gemma":[0.9991065,0.00004897168,0.000182904,0.0003813496,0.000008872406,0.0002714326],"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":[0.00001842058,0.00003554912,0.004104271,0.000001812996,0.000051647,0.0002001127,0.0003748472,0.00009664789,0.007780396,0.0004941156,0.9858936,0.000948575],"study_design_scores_gemma":[0.001129018,0.00009322521,0.03864675,0.00006708368,0.0000755646,0.007839248,0.0002912724,0.0001537241,0.00699993,0.002526005,0.9416869,0.0004912714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8598303,0.0002419812,0.00001013236,0.1171733,0.0005981175,0.0001293217,0.00002792345,0.0002990148,0.02168998],"genre_scores_gemma":[0.9419422,0.00005280365,0.0008450388,0.003475097,0.001671415,0.000002302686,0.000003036991,0.0001187622,0.05188932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136982,"threshold_uncertainty_score":0.9801079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663930841805503,"score_gpt":0.2302576674741694,"score_spread":0.1836183590561144,"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."}}