{"id":"W6903471172","doi":"10.11575/prism/497","title":"Tradable quotas within the University of Calgary's open scholarship competition","year":2006,"lang":"en","type":"other","venue":"PRISM (University of Calgary)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Scholarship; Government (linguistics); Key (lock)","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01318711,0.0007189798,0.00149613,0.002302247,0.005789035,0.01541235,0.004666179,0.007087738,0.03585633],"category_scores_gemma":[0.02808636,0.0007127068,0.000749489,0.004587599,0.004459175,0.005177232,0.007780106,0.00711574,0.003979746],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03109393,"about_ca_system_score_gemma":0.04748302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1812364,"about_ca_topic_score_gemma":0.3902097,"domain_scores_codex":[0.982077,0.003389125,0.0006495128,0.001651943,0.007799241,0.004433209],"domain_scores_gemma":[0.9861469,0.003676091,0.000520396,0.002366243,0.00437854,0.002911849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002875939,0.0001952104,0.0009040899,0.00008235507,0.00001719355,0.0001200939,0.001035046,0.003064707,0.0005535437,0.8944609,0.05074693,0.04853239],"study_design_scores_gemma":[0.0005031689,0.0003114235,0.01050048,0.000372488,0.00006575543,0.0001113393,0.002944621,0.01101703,0.002645393,0.3345167,0.636755,0.0002566927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06152464,0.001563817,0.01932754,0.009569052,0.0008181534,0.0005514433,0.001447101,0.0006564681,0.9045419],"genre_scores_gemma":[0.6475477,0.000427729,0.008750571,0.002647351,0.0002103267,0.0003382555,0.0006571452,0.0002504952,0.3391703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9845877,"threshold_uncertainty_score":0.3603629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677741957023851,"score_gpt":0.2061452364796867,"score_spread":0.1893678169094482,"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."}}