{"id":"W6906574093","doi":"10.17605/osf.io/xm2nd","title":"Online gambling and loneliness : A state of knowledge","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Feeling; Psychosocial; Action (physics); Public health; Association (psychology); Subject (documents); Systematic review","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":[0.005629613,0.001023381,0.001664068,0.001451995,0.00009753703,0.00009633891,0.001724229,0.0006723377,0.3711395],"category_scores_gemma":[0.004796718,0.001165173,0.0003570455,0.001062116,0.0006086431,0.0001760356,0.004185581,0.00108431,0.9150963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003185196,"about_ca_system_score_gemma":0.0004363699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001678752,"about_ca_topic_score_gemma":0.006689228,"domain_scores_codex":[0.9918861,0.0008832172,0.001411345,0.004139098,0.0007631108,0.0009171327],"domain_scores_gemma":[0.9907993,0.0008243996,0.001354919,0.006183513,0.0003828947,0.0004549738],"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":[0.0004449098,0.00285779,0.01172219,0.00325976,0.00213763,0.0001717722,0.003397819,0.0009081801,0.005852149,0.0003588519,0.867397,0.1014919],"study_design_scores_gemma":[0.002389403,0.000002472175,0.01357705,0.003392528,0.0004872778,0.00006122646,0.0001638564,0.001972712,0.002552799,0.001783027,0.9717979,0.001819754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01249697,0.00004781722,0.0004596133,0.00004543332,0.0007637472,0.002057937,0.001597762,0.00238428,0.9801465],"genre_scores_gemma":[0.004638406,0.001116055,0.0015273,0.00001755441,0.0002978808,0.0002032881,0.0001507908,0.004040179,0.9880086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5439568,"threshold_uncertainty_score":0.9990798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508078763333538,"score_gpt":0.3127723448873493,"score_spread":0.277691557254014,"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."}}