{"id":"W7037826353","doi":"","title":"Feature Story: Students demonstrate new computer apps","year":2016,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Research on scale insects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Mobile apps; Feature (linguistics); Mobile device; Computer game; Mobile computing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001433987,0.0002019853,0.00032077,0.0000568797,0.000115384,0.00003322945,0.001000979,0.0003532374,0.0004433246],"category_scores_gemma":[0.000007267903,0.00009360927,0.0001544902,0.0001945818,0.0002065098,0.00008716555,0.0002574711,0.0002743953,0.0004839536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712609,"about_ca_system_score_gemma":0.00004347341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007291092,"about_ca_topic_score_gemma":0.003321565,"domain_scores_codex":[0.99858,0.0001356684,0.000005998327,0.0003880259,0.0005654632,0.000324857],"domain_scores_gemma":[0.9992735,0.00007343404,0.000199648,0.0001358341,0.0000512926,0.0002663405],"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":[0.00001859324,0.0000127728,0.0009700968,0.00001077812,0.00006322915,0.00005629202,0.00001054494,7.764771e-8,0.000834154,0.00004933244,0.9450684,0.05290575],"study_design_scores_gemma":[0.000281289,0.0001382417,0.00477556,0.0002198625,0.00001950634,0.000004505542,0.0001973206,0.000001642773,0.000008997975,0.000003128786,0.9941436,0.0002063116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01193836,0.000429301,0.000157881,0.9600594,0.0002167338,0.0003539273,0.00009433284,0.000163126,0.02658693],"genre_scores_gemma":[0.0001246543,0.0006354322,0.0007956368,0.00003193582,0.0004543333,1.158054e-7,0.00001958473,0.000008288599,0.99793],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9713431,"threshold_uncertainty_score":0.6220406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711590895214823,"score_gpt":0.2303339591187874,"score_spread":0.2132180501666391,"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."}}