{"id":"W7139239662","doi":"","title":"Canadian Kudos","year":2022,"lang":"","type":"article","venue":"University of New Hampshire Scholars Repository (University of New Hampshire at Manchester)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.0009169491,0.0008296726,0.0007361069,0.003135553,0.01056572,0.008278912,0.001444513,0.001704601,0.4908691],"category_scores_gemma":[0.003478044,0.0005724835,0.0005472787,0.003827688,0.001826779,0.002063395,0.003025878,0.002219741,0.1867684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02536469,"about_ca_system_score_gemma":0.04540592,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7828381,"about_ca_topic_score_gemma":0.9108073,"domain_scores_codex":[0.9982309,0.00009874086,0.00003907435,0.000252357,0.0009862871,0.0003927316],"domain_scores_gemma":[0.9968845,0.0001174861,0.00005535147,0.0002512863,0.001936458,0.0007548172],"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":[0.00002390705,0.00001035162,0.0003404577,0.00006832604,0.000003162997,0.00006969027,0.0002866157,0.00005602944,0.0001135077,0.03013436,0.932584,0.03630966],"study_design_scores_gemma":[0.000001001287,0.0000011237,0.0002722132,0.00001887551,9.734823e-7,0.00001393183,0.0001515159,0.00001048922,0.00003029614,0.0004257677,0.9990708,0.000002948523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009565743,0.002004272,0.0003342426,0.005863448,0.001720757,0.0000489456,0.003144825,0.0003692372,0.9855577],"genre_scores_gemma":[0.003078343,0.0008218214,0.0002114782,0.0004132212,0.00006531418,0.00001129349,0.0004574164,0.0001169146,0.9948243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4908691,"threshold_uncertainty_score":0.7262135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01726439688626106,"score_gpt":0.1874859385840983,"score_spread":0.1702215416978373,"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."}}