{"id":"W7100272626","doi":"","title":"Supporting Academic Excellence:","year":2014,"lang":"en","type":"article","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Product (mathematics); Quarter (Canadian coin); Resource (disambiguation); Bridge (graph theory)","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":[0.06702248,0.004435776,0.005909074,0.01053855,0.01148986,0.06097822,0.009028053,0.01722748,0.5214397],"category_scores_gemma":[0.1584108,0.001825475,0.00242586,0.01848218,0.007394232,0.02023982,0.04637311,0.01318939,0.6643517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008835864,"about_ca_system_score_gemma":0.120698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855025,"about_ca_topic_score_gemma":0.003779614,"domain_scores_codex":[0.9243193,0.01686132,0.008258862,0.007678193,0.02791559,0.01496676],"domain_scores_gemma":[0.672583,0.01993078,0.009919439,0.03440747,0.1051173,0.1580419],"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":[0.000045603,0.00005805276,0.0002938691,0.0004426166,0.00001081769,0.00008188024,0.0002095906,0.00002289782,0.0001005288,0.004933369,0.9495831,0.04421779],"study_design_scores_gemma":[0.00007145392,0.00005082861,0.0008336926,0.0006711454,0.00001103738,0.000115278,0.0008283881,0.00007662846,0.00009644895,0.004823448,0.9924011,0.0000205171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001358749,0.008473217,0.003637207,0.1812928,0.07440038,0.003303928,0.008947145,0.005619658,0.7129669],"genre_scores_gemma":[0.01649667,0.01663238,0.01249566,0.05047749,0.02978535,0.004228761,0.01419872,0.003513473,0.8521715],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5214397,"threshold_uncertainty_score":0.6826082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1634400245613593,"score_gpt":0.5067527104657802,"score_spread":0.3433126859044209,"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."}}