{"id":"W4387380009","doi":"10.1556/2006.2023.00052","title":"The landscape of open science in behavioral addiction research: Current practices and future directions","year":2023,"lang":"en","type":"review","venue":"Journal of Behavioral Addictions","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"","keywords":"Addiction; Psychology; Open science; Current (fluid); Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1700236,0.0003803529,0.00484427,0.003916511,0.001294063,0.00338467,0.006008499,0.0001979369,0.0008282819],"category_scores_gemma":[0.0107002,0.0001650282,0.00182136,0.01216828,0.0006354668,0.001597244,0.001120586,0.001972122,0.000137309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376455,"about_ca_system_score_gemma":0.001775893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450254,"about_ca_topic_score_gemma":0.0009355703,"domain_scores_codex":[0.9679195,0.01076649,0.01220543,0.0008709559,0.007776565,0.0004610687],"domain_scores_gemma":[0.9642807,0.005785791,0.02268025,0.002270143,0.004650746,0.0003323494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006005896,0.0002952906,0.0005470346,0.0001491174,0.00006511665,0.000009352392,0.0002905265,8.569178e-7,6.779081e-7,0.0001718002,0.02355378,0.9749104],"study_design_scores_gemma":[0.0001179512,0.0002446474,0.001807113,0.002336296,0.001896357,0.000179874,0.002699574,0.00001988149,1.416113e-7,0.0002037109,0.9903581,0.0001363136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001518193,0.9929895,0.000008304291,0.0003399618,0.003106834,0.001442421,0.0001848991,0.000004296947,0.0004056138],"genre_scores_gemma":[0.0002767482,0.9974738,0.0002711233,0.000001499847,0.0005545864,0.0001502065,0.0000103458,0.00002480505,0.001236934],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747741,"threshold_uncertainty_score":0.9993694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9170257284118067,"score_gpt":0.6938181735126753,"score_spread":0.2232075548991315,"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."}}