{"id":"W3193158431","doi":"10.1177/17151635211026021","title":"Congratulations to our 2021 CPhA Award winners","year":2021,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003363511,0.000432035,0.0006106611,0.0009356312,0.001759775,0.003613948,0.003235059,0.0001364564,0.003280285],"category_scores_gemma":[0.007406465,0.0004191201,0.0002691784,0.004169531,0.000102646,0.002087107,0.0002462183,0.001409519,0.0002630543],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631332,"about_ca_system_score_gemma":0.01509243,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02320151,"about_ca_topic_score_gemma":0.2251774,"domain_scores_codex":[0.9935879,0.0005931084,0.00133934,0.0009353797,0.002055596,0.001488687],"domain_scores_gemma":[0.9893774,0.0004276981,0.0004353308,0.000671726,0.003082754,0.006005072],"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":[0.00002589303,0.00002419837,0.004342056,0.000009210166,0.0001012783,0.04558692,0.0008768557,0.005413325,0.00113795,0.0001493443,0.8420199,0.1003131],"study_design_scores_gemma":[0.001006599,0.00001729324,0.0001149895,0.00002041456,0.00007264276,0.1976455,0.0003017417,0.002856886,0.002245049,0.0007833382,0.79421,0.000725474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930986,0.001757554,0.001844378,0.01920807,0.02322175,0.0005993365,0.00205865,0.0000568555,0.02026739],"genre_scores_gemma":[0.9696651,0.0005652114,0.0005452449,0.01205814,0.002251872,0.00001402984,0.0000436538,0.00005155398,0.01480525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2019759,"threshold_uncertainty_score":0.9998261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055051858920011,"score_gpt":0.3900249936523705,"score_spread":0.2845198077603694,"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."}}