{"id":"W6989015290","doi":"","title":"ACPNS Quarterly Case Notes - 1 July to 30 September 2024","year":2024,"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); Social enterprise; Period (music)","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":[0.0007487108,0.0004729538,0.0001647035,0.001751899,0.002630559,0.001875282,0.0008347303,0.002479422,0.1706663],"category_scores_gemma":[0.003661612,0.0003549617,0.0003001716,0.001533339,0.000488194,0.001002155,0.001366048,0.001562388,0.04175638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002896941,"about_ca_system_score_gemma":0.005968092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05290295,"about_ca_topic_score_gemma":0.10818,"domain_scores_codex":[0.9988884,0.0001198764,0.00004101901,0.00005092887,0.0006782461,0.0002215834],"domain_scores_gemma":[0.998328,0.0002982043,0.00009292703,0.00006107057,0.0008005881,0.0004191945],"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":[0.00001244843,0.00003465916,0.0002428098,0.00003303837,6.857849e-7,0.0003828302,0.00006151712,0.00003962846,0.0000519594,0.00183323,0.9894442,0.007862871],"study_design_scores_gemma":[0.00001264442,0.00002235384,0.002654706,0.0001340351,0.000001550818,0.0003823146,0.0004144358,0.00005776597,0.0001216601,0.0007677014,0.9954242,0.000006490379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00438603,0.002253944,0.0002421693,0.0154387,0.004232522,0.0004517834,0.003766113,0.0001627818,0.9690661],"genre_scores_gemma":[0.01411749,0.002057489,0.0002251099,0.003684412,0.00047433,0.0002336611,0.00222138,0.00004475101,0.9769414],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1706663,"threshold_uncertainty_score":0.5709356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184191832906669,"score_gpt":0.2701533994000276,"score_spread":0.2483114810709609,"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."}}