{"id":"W6960748599","doi":"10.14288/1.0367097","title":"[Interview of Marshall Chow]","year":2012,"lang":"en","type":"other","venue":"Open Collections","topic":"Peanut Plant Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World War II; First world war; Government (linguistics); Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001760268,0.0001172662,0.0002653709,0.00001600957,0.0003685075,0.0001706555,0.0005168686,0.00009558684,0.05791736],"category_scores_gemma":[0.00003181443,0.00004100644,0.00007813903,0.0005232451,0.00005047812,0.00003930937,0.0004312298,0.0001069637,0.00001947806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002109049,"about_ca_system_score_gemma":0.00001189823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02091766,"about_ca_topic_score_gemma":0.03582288,"domain_scores_codex":[0.999277,0.0000925652,0.0001199033,0.0001665641,0.0001362914,0.0002076975],"domain_scores_gemma":[0.999648,0.00009085541,0.0001030787,0.00006145731,0.00003263506,0.00006399061],"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":[0.000002627831,0.00007279733,0.00002177739,0.00001612491,0.000057486,6.690971e-7,0.000003445834,9.739297e-9,0.0002235132,0.00001463118,0.9930304,0.006556507],"study_design_scores_gemma":[0.00004689346,0.00006165433,0.0005768987,0.0001338641,0.00001630494,0.000003952967,0.00003489323,3.010428e-7,0.00003251683,0.00005229886,0.9989403,0.0001000713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004689506,0.001486839,6.060581e-7,0.0002888884,0.0001334374,0.0004881575,0.0007636495,0.00003664594,0.9967971],"genre_scores_gemma":[0.00007988161,0.001453454,0.00007140262,0.00003647656,0.0002466016,0.00009081118,0.0002137908,0.000001974797,0.9978056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05789788,"threshold_uncertainty_score":0.9856021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07889136351402928,"score_gpt":0.2934797173019116,"score_spread":0.2145883537878824,"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."}}