{"id":"W4237649953","doi":"10.3167/001115704783473504","title":"Contributors","year":2004,"lang":"en","type":"article","venue":"Critical Survey","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"History","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001266828,0.0001097402,0.0001696759,0.00003647771,0.00008684555,0.00005659992,0.0001495375,0.00007546839,0.0004745045],"category_scores_gemma":[0.01470305,0.0001028437,0.00004903665,0.000282276,0.000297172,0.0001148473,0.0000429896,0.0001504638,0.02060605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387182,"about_ca_system_score_gemma":0.00006871111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008329697,"about_ca_topic_score_gemma":0.0004665126,"domain_scores_codex":[0.9986025,0.0002705724,0.0001740011,0.0002239894,0.0002525723,0.0004763364],"domain_scores_gemma":[0.9982883,0.0009399842,0.000009456251,0.0002315293,0.0002529175,0.000277762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002461458,0.001037458,0.2611291,0.00003046259,0.0000503441,0.0002540737,0.000101756,0.00006355817,0.007430364,0.7140659,0.01481518,0.0007756946],"study_design_scores_gemma":[0.000902801,0.00006321252,0.9710981,0.0000143644,0.00001069489,0.00001078341,0.000008426779,0.000009472956,0.003493998,0.01939456,0.00476087,0.0002327763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805743,0.0002300186,0.005538811,0.001258698,0.0006378185,0.0001731407,0.001021035,0.0005648168,0.01000134],"genre_scores_gemma":[0.9992521,6.160121e-7,0.0002226881,0.0002858647,0.00007569227,0.000006571947,0.0000642331,0.00004042053,0.00005182932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.709969,"threshold_uncertainty_score":0.9935966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05528651495641281,"score_gpt":0.3535902462086114,"score_spread":0.2983037312521986,"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."}}