{"id":"W3048919205","doi":"","title":"LibGuides: ENGL 70/80 - Kelowna: Topics and Keywords","year":2018,"lang":"en","type":"libguides","venue":"","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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"],"consensus_categories":[],"category_scores_codex":[0.0001085444,0.0004082505,0.0004895934,0.0000896137,0.00006047403,0.00009041118,0.0002114259,0.0005006655,0.0008127776],"category_scores_gemma":[0.00005149038,0.0003647501,0.00006450024,0.00007080831,0.00003793634,0.0001249032,0.0001356792,0.0002315997,0.00007978389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005205295,"about_ca_system_score_gemma":0.000031248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001883602,"about_ca_topic_score_gemma":0.0000436163,"domain_scores_codex":[0.9987494,0.00001188769,0.0003790934,0.0003180157,0.0001553898,0.0003862128],"domain_scores_gemma":[0.999328,0.00003447218,0.00005229787,0.0003979123,0.00006285919,0.0001245112],"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":[0.00000706107,0.0000123503,0.000001758075,0.001271495,0.0001216888,0.00002424365,0.0001851242,0.00009159564,0.001788995,0.005867206,0.9557478,0.03488072],"study_design_scores_gemma":[0.0001674618,0.00005386983,0.000002138964,0.0001489903,0.000039726,0.00001228164,0.00004756537,0.0006327883,0.007602561,0.003269235,0.9875642,0.0004591982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01094764,0.03195818,0.07147295,0.0007369726,0.06854118,0.002036355,0.001054074,0.007753621,0.805499],"genre_scores_gemma":[0.005928787,0.1139118,0.1524921,0.002559108,0.04446637,0.000277635,0.001219784,0.001600387,0.6775441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1279549,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209286569188673,"score_gpt":0.228047106883571,"score_spread":0.2159542411916843,"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."}}