{"id":"W6989626723","doi":"","title":"2016-08-07 - BTWRLM174 - The Product and Profit","year":2016,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Population; Product (mathematics); Context (archaeology)","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008202381,0.002205365,0.00167199,0.001409557,0.0001096025,0.0004713368,0.003736192,0.0003211882,0.04819952],"category_scores_gemma":[0.0003393336,0.001367058,0.0007315562,0.0002000478,0.00338743,0.0002483863,0.003348096,0.001983176,0.1747005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001518165,"about_ca_system_score_gemma":0.0003023212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068271,"about_ca_topic_score_gemma":0.01725259,"domain_scores_codex":[0.9908978,0.001394932,0.001317625,0.003111749,0.00121188,0.002066038],"domain_scores_gemma":[0.9940962,0.000931566,0.00139482,0.002774546,0.00008808236,0.0007147855],"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":[0.0006751092,0.0001430315,0.001508638,0.0003122404,0.0014979,0.0001898814,0.002648626,3.943065e-7,0.001694899,0.006234861,0.9832841,0.001810311],"study_design_scores_gemma":[0.001674606,0.0003616799,0.001383102,0.00383043,0.0003037758,0.0003999543,0.00006014844,0.000202982,0.0007829209,0.00382716,0.9854048,0.001768438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000702031,0.002643314,0.002092215,0.0009206648,0.001758846,0.004111167,0.00517248,0.001411174,0.9811881],"genre_scores_gemma":[0.00633646,0.0006075671,0.001363521,0.0004506502,0.003138039,0.0006900064,0.0007471224,0.003601824,0.9830648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.126501,"threshold_uncertainty_score":0.9993248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387040264009519,"score_gpt":0.2534912099637614,"score_spread":0.2396208073236662,"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."}}