{"id":"W4406550826","doi":"10.1016/s1541-9800(10)70383-5","title":"10.1016/s1541-9800(10)70383-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Actuarial science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001013745,0.0026944,0.0018202,0.002651793,0.001995892,0.004194246,0.003238982,0.006323056,0.9890434],"category_scores_gemma":[0.001705584,0.0009395164,0.001295562,0.002859722,0.001679954,0.005948582,0.003093404,0.002938697,0.9931173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124779,"about_ca_system_score_gemma":0.001172409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158849,"about_ca_topic_score_gemma":0.002662785,"domain_scores_codex":[0.9993013,0.00005131966,0.000059784,0.0002561052,0.0001906091,0.0001408209],"domain_scores_gemma":[0.9979633,0.0005760978,0.0001691155,0.0002756337,0.0004019995,0.0006137865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002927959,0.0002086807,0.0008213517,0.0005794461,0.00003217272,0.0002495826,0.00008256073,0.000530954,0.001990883,0.006485009,0.3508584,0.6378682],"study_design_scores_gemma":[0.0000519901,0.0001007425,0.0007209676,0.000340876,0.00001305496,0.000284654,0.00009307334,0.0002918224,0.0004249395,0.0008748595,0.996777,0.00002606325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004693259,0.0004906427,0.0007770451,0.0004621731,0.0003216755,0.00009213943,0.001110311,0.0009822358,0.9952944],"genre_scores_gemma":[0.000738358,0.0002285172,0.0003927863,0.0002288225,0.00007387555,0.00005596606,0.0004885753,0.0001718787,0.9976212],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01095665,"threshold_uncertainty_score":0.01562822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016029631950224,"score_gpt":0.1579065317763375,"score_spread":0.1477462354568353,"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."}}