{"id":"W7022333034","doi":"","title":"Full Issue 20(1)","year":2017,"lang":"en","type":"other","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of California Transportation Center; National Research Foundation Singapore; Norges Forskningsråd; Social Sciences and Humanities Research Council of Canada; National Research Foundation","keywords":"Work (physics); Context (archaeology); Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.001096696,0.001665465,0.001642288,0.00530847,0.004806501,0.01165462,0.002308235,0.005493374,0.9186345],"category_scores_gemma":[0.006129401,0.0008739617,0.001666546,0.004123089,0.001468156,0.003214821,0.004559283,0.003872392,0.919518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724769,"about_ca_system_score_gemma":0.006995079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02673376,"about_ca_topic_score_gemma":0.04838912,"domain_scores_codex":[0.9989964,0.00005845299,0.00002915752,0.0001144828,0.0005455089,0.0002559334],"domain_scores_gemma":[0.9970297,0.0003706806,0.00007759898,0.0003933152,0.001068641,0.001060126],"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":[0.00001412745,0.00004437649,0.00005761895,0.00006624992,0.000003279372,0.00001935451,0.000015265,0.00003070995,0.00008663465,0.001273559,0.9851029,0.01328588],"study_design_scores_gemma":[0.000038326,0.0000170912,0.0010378,0.0002005094,0.000005525819,0.0000234724,0.00005859565,0.00008288521,0.0001541191,0.001314301,0.997051,0.00001638886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00021909,0.0002526934,0.0002761715,0.0009697626,0.002661187,0.0002730668,0.0111942,0.002193558,0.9819602],"genre_scores_gemma":[0.0004758575,0.0001317555,0.00008389185,0.0007020884,0.0003488166,0.00009842667,0.002427025,0.0006319938,0.9951002],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9186345,"threshold_uncertainty_score":0.1160581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0188491775787041,"score_gpt":0.1979138935420378,"score_spread":0.1790647159633337,"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."}}