{"id":"W7033311180","doi":"","title":"Poster from University of British Columbia, Okanagan","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003850224,0.001402928,0.0005530685,0.001306263,0.002909813,0.003268505,0.0009170544,0.001445139,0.7774839],"category_scores_gemma":[0.0006541418,0.0004161687,0.0006997428,0.0007324925,0.0003908549,0.001176384,0.00201627,0.001855714,0.5174873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751512,"about_ca_system_score_gemma":0.002586617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04051635,"about_ca_topic_score_gemma":0.2024046,"domain_scores_codex":[0.9996793,0.00001905397,0.000006887466,0.00005882822,0.0001325277,0.0001033421],"domain_scores_gemma":[0.9994985,0.00003689707,0.00001044836,0.00003270053,0.0002213448,0.0002000386],"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":[0.00004836542,0.00002232984,0.00004155102,0.00003071794,0.000001600547,0.0000302767,0.00001509887,0.00003306351,0.0001612229,0.0005086501,0.9781516,0.02095559],"study_design_scores_gemma":[0.00001433231,0.00001311199,0.0006017711,0.00006537713,0.000004832951,0.00003524005,0.00007503822,0.00007149634,0.00016347,0.0003693331,0.99858,0.000006142442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007287576,0.001126792,0.0004652606,0.002297601,0.004915786,0.0001152665,0.002533413,0.0007740723,0.987043],"genre_scores_gemma":[0.0006738378,0.0002114409,0.0001036796,0.0001226631,0.0001227012,0.00001200887,0.0003566906,0.0001195588,0.9982774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2225161,"threshold_uncertainty_score":0.3173921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005613144340237171,"score_gpt":0.1760624152775032,"score_spread":0.170449270937266,"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."}}