{"id":"W7020834228","doi":"","title":"Memòria anual 2013-2014: Uvic Alumni","year":2014,"lang":"ca","type":"other","venue":"RIUVic (UVic-UCC)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Government (linguistics); Agency (philosophy); Work (physics); Production (economics); Information system; Identification (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004558769,0.006237236,0.006517566,0.003833401,0.001107967,0.001148285,0.006362442,0.006140247,0.4338511],"category_scores_gemma":[0.0007015445,0.006507951,0.002696336,0.002452886,0.002115638,0.0006555428,0.001757862,0.004946985,0.9327874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002453101,"about_ca_system_score_gemma":0.002074581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005116023,"about_ca_topic_score_gemma":0.006600113,"domain_scores_codex":[0.9742855,0.003169727,0.004058063,0.006711949,0.005119241,0.006655489],"domain_scores_gemma":[0.980757,0.001078159,0.004699664,0.009272313,0.001123608,0.003069236],"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":[0.0004836732,0.001181118,0.000917809,0.001411882,0.002523307,0.0004134713,0.000833966,0.0001388788,0.002932623,0.001244565,0.9850055,0.002913237],"study_design_scores_gemma":[0.00750509,0.0009307166,0.002326967,0.002272743,0.002648545,0.0004265029,0.0003345085,0.001521437,0.0003742721,0.001108653,0.9735658,0.006984818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00401436,0.02101107,0.0004790804,0.001629395,0.01645356,0.006510579,0.005714926,0.003803332,0.9403837],"genre_scores_gemma":[0.02263176,0.001689287,0.002234982,0.002420689,0.0187734,0.0006006631,0.003024196,0.01215075,0.9364743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4989363,"threshold_uncertainty_score":0.9998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107043392943521,"score_gpt":0.2552046972684003,"score_spread":0.2445003579740482,"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."}}