{"id":"W4245464598","doi":"10.25071/1920-7336.36468","title":"Introduction","year":2013,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002067569,0.0007951512,0.0004226055,0.001433059,0.002738054,0.005890245,0.001861372,0.002777144,0.4269375],"category_scores_gemma":[0.006017735,0.0002530984,0.0006967869,0.001399313,0.001157666,0.002280391,0.003185218,0.002952061,0.1809093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004904679,"about_ca_system_score_gemma":0.01302043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05102218,"about_ca_topic_score_gemma":0.0553648,"domain_scores_codex":[0.9981742,0.0002268883,0.00005624997,0.0004048987,0.0007627781,0.0003750451],"domain_scores_gemma":[0.9960526,0.0004924086,0.0001519732,0.0002623665,0.002105634,0.000934955],"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":[0.00002594619,0.00002460677,0.0004370575,0.0002294967,0.000002693294,0.00006941085,0.0003385477,0.00005628743,0.0001131207,0.02535048,0.9055802,0.06777223],"study_design_scores_gemma":[0.000002806996,0.000005249022,0.0003748066,0.0001967169,0.000001334157,0.00003211622,0.0002023692,0.000008525158,0.00003390503,0.001349236,0.9977882,0.000004738024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001772598,0.006115282,0.002773268,0.05582217,0.02430057,0.0002957346,0.00965955,0.00100176,0.898259],"genre_scores_gemma":[0.01172787,0.004798927,0.002377785,0.02835193,0.006128565,0.0002758817,0.005676722,0.0005222579,0.9401401],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5730625,"threshold_uncertainty_score":0.8174041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005776148086032988,"score_gpt":0.2074142554428598,"score_spread":0.2016381073568268,"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."}}