{"id":"W7106106223","doi":"10.11575/prism/50745","title":"Annual report 2024-25, Alberta Gambling Research Institute","year":2025,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Annual report; Government (linguistics); Report card","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007972805,0.0002969505,0.0005792773,0.002275948,0.0001931981,0.0000110753,0.0009486964,0.0006537815,0.009180814],"category_scores_gemma":[0.0004022741,0.0003906087,0.0002212993,0.0010986,0.0009631791,0.000180804,0.0009288504,0.0009817665,0.002982643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003583795,"about_ca_system_score_gemma":0.001651875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1175294,"about_ca_topic_score_gemma":0.0310942,"domain_scores_codex":[0.9972684,0.0002333773,0.0002305037,0.0007628282,0.0009913776,0.0005135104],"domain_scores_gemma":[0.997742,0.0001543093,0.0003082016,0.001114216,0.0004883825,0.0001928652],"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":[0.0001048285,0.00009765985,0.0002571751,0.0002066296,0.0003006324,0.003417778,0.0002866932,0.000003216916,0.00003221981,0.003319825,0.9910159,0.0009574462],"study_design_scores_gemma":[0.0005989745,0.00003371889,0.0002122191,0.0008349546,0.0001211026,0.00003676733,0.0004804137,0.00003490341,0.0000137461,0.00007686843,0.9972466,0.0003097478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007136325,0.0004385899,0.0004435088,0.0001148212,0.0006301929,0.0004805044,0.0005080258,0.0001842424,0.9971287],"genre_scores_gemma":[0.00008248816,0.0001436433,0.001834973,0.00001402248,0.0001444034,2.301926e-7,0.0003458225,0.000257985,0.9971764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08643524,"threshold_uncertainty_score":0.9998546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04044941870136002,"score_gpt":0.3064792261727793,"score_spread":0.2660298074714193,"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."}}