{"id":"W2894633615","doi":"10.11575/prism/33088","title":"CGA Research Summit: 2016 Research","year":2016,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Summit; Political science; Computer science; Geography; Cartography","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":[0.0227396,0.001148695,0.0009986536,0.004130799,0.007129933,0.01089104,0.002984413,0.006205772,0.1915345],"category_scores_gemma":[0.02794229,0.0006156828,0.001110166,0.003061322,0.00178172,0.003126733,0.007341458,0.005597383,0.09865057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02358528,"about_ca_system_score_gemma":0.08200691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1467571,"about_ca_topic_score_gemma":0.3438379,"domain_scores_codex":[0.9878014,0.001172674,0.0003523876,0.0007808329,0.007437176,0.002455434],"domain_scores_gemma":[0.935023,0.002450507,0.0007598206,0.003085124,0.03875079,0.01993072],"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":[0.00009074971,0.00008433648,0.000432177,0.0001365551,0.000004915919,0.00003222136,0.0001023571,0.00002703441,0.0001754325,0.00150072,0.9792772,0.01813627],"study_design_scores_gemma":[0.00003632735,0.0000642,0.003011246,0.0004946496,0.000008445174,0.00001634173,0.0003853257,0.00004097921,0.0002463626,0.0005792859,0.9951035,0.00001342414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008141502,0.01756958,0.001669398,0.198571,0.1211694,0.004328309,0.0476815,0.001699969,0.5991694],"genre_scores_gemma":[0.03303709,0.01151962,0.004897729,0.03868311,0.01155341,0.00327398,0.03440287,0.001116267,0.861516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1915345,"threshold_uncertainty_score":0.6407468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210236647692448,"score_gpt":0.4157191819137813,"score_spread":0.2054825342213334,"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."}}