{"id":"W4205227052","doi":"10.33516/maj.v56i10.105-113p","title":"Institute News","year":2021,"lang":"en","type":"article","venue":"The Management Accountant Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BC Cancer Agency","keywords":"Political science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001021991,0.0002058038,0.0001804717,0.0001496987,0.0006603879,0.0007857428,0.0007978901,0.00003141769,0.001850758],"category_scores_gemma":[0.00002487121,0.000135359,0.0001542921,0.0007063821,0.0001023785,0.000756225,0.0004531309,0.0004699657,0.006636346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377381,"about_ca_system_score_gemma":0.00007274523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001547658,"about_ca_topic_score_gemma":0.0001565937,"domain_scores_codex":[0.9979425,0.0001242216,0.0003967065,0.000230841,0.0008208929,0.0004848485],"domain_scores_gemma":[0.9988644,0.00001947782,0.0002270277,0.0006286913,0.0001575496,0.0001029215],"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":[0.0003684781,0.0006318219,0.003475671,0.0001066006,0.003378138,0.01555585,0.001413511,0.002633523,0.01240017,0.2170815,0.6397964,0.1031583],"study_design_scores_gemma":[0.00117545,0.00001640273,0.008988431,0.00008075546,0.000325461,0.002290082,0.002065876,0.0001769274,0.0003298337,0.01199461,0.972282,0.0002741457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4028726,0.001782919,0.004727046,0.01348616,0.005281751,0.0005794113,0.00002175608,0.0003167964,0.5709316],"genre_scores_gemma":[0.9611253,0.002670754,0.004431775,0.005832745,0.002265434,0.00002350434,0.00002168591,0.0001607605,0.02346805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5582527,"threshold_uncertainty_score":0.9990617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488191831584822,"score_gpt":0.2674467123492266,"score_spread":0.2425647940333784,"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."}}