{"id":"W7007731538","doi":"","title":"ACPNS Quarterly Case Notes - Second Quarter 2023","year":2023,"lang":"en","type":"report","venue":"QUT ePrints (Queensland University of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0007982848,0.0004765727,0.0001942813,0.001826588,0.001846825,0.002109542,0.0007981167,0.002970569,0.1549882],"category_scores_gemma":[0.003028166,0.0003007912,0.0002813127,0.002072134,0.0004363514,0.0007936871,0.0008646749,0.001503514,0.05118194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002524864,"about_ca_system_score_gemma":0.0055354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05728805,"about_ca_topic_score_gemma":0.1278452,"domain_scores_codex":[0.9989699,0.00008849926,0.00004356333,0.00004622166,0.0006730537,0.0001787054],"domain_scores_gemma":[0.9979299,0.0003612213,0.000131448,0.00007579044,0.001054586,0.000447043],"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":[0.00001488766,0.00003155633,0.0002423851,0.00004019395,6.772391e-7,0.0002473781,0.00003331614,0.00003939496,0.00007517725,0.001039909,0.9905037,0.007731453],"study_design_scores_gemma":[0.00001563152,0.00002273558,0.003593628,0.0001434799,0.000001599461,0.0002261148,0.0002457403,0.0000696,0.000154722,0.0005478455,0.994972,0.000006828406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005253203,0.003341025,0.0002538514,0.02223752,0.006758204,0.0007074898,0.009088536,0.0002537405,0.9521063],"genre_scores_gemma":[0.012892,0.002348053,0.0002082901,0.004033673,0.0006473923,0.000261634,0.003744223,0.00005027447,0.9758145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1549882,"threshold_uncertainty_score":0.5184873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0385425087433294,"score_gpt":0.274032028567817,"score_spread":0.2354895198244876,"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."}}