{"id":"W7039782431","doi":"","title":"In The Box Intro","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Construction Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.0001610604,0.0001893849,0.0002086137,0.00008791966,0.0000265122,0.00001904099,0.0002659214,0.000142647,0.548166],"category_scores_gemma":[0.00002605727,0.0001717967,0.00007972401,0.00001148608,0.0000350406,9.27031e-8,0.00003252237,0.0003704966,0.002139054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005271328,"about_ca_system_score_gemma":0.000007592132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007060844,"about_ca_topic_score_gemma":0.0003680541,"domain_scores_codex":[0.9991408,0.00003318126,0.0003377074,0.00007891178,0.0002369434,0.0001724616],"domain_scores_gemma":[0.9995532,0.00005985916,0.00007769924,0.0002655068,0.00001388581,0.00002983169],"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":[0.000005018371,0.000006484239,7.976465e-7,0.0001868418,0.0000216528,0.00001015979,0.0001461138,0.01985868,7.079914e-8,0.00004979628,0.9786008,0.00111355],"study_design_scores_gemma":[0.0001988366,0.00001827552,0.000005913492,0.00003160011,0.00001182817,0.0000858086,0.0001583301,0.0002241998,7.397876e-7,0.000004522072,0.9990851,0.0001747928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001312001,0.0003215538,0.000001870696,0.0001101788,0.0005555165,0.0001891242,0.00006483234,0.0002451621,0.9984986],"genre_scores_gemma":[0.0007821933,0.0002211588,0.0003288841,0.0001264995,0.0001327009,0.00002707872,0.00006197116,0.00008947844,0.99823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5460269,"threshold_uncertainty_score":0.9986379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002940218621364479,"score_gpt":0.1547042401130881,"score_spread":0.1517640214917236,"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."}}