{"id":"W4394557126","doi":"10.6084/m9.figshare.23612740","title":"Online social support: Theoretical and methodological issues, social and health benefits, and recommendations","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Social and Behavioral Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Data science; Psychology; Sociology; Management science; Computer science; Engineering","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005357381,0.000243557,0.0005715525,0.00006133086,0.002503809,0.0001768674,0.0001770041,0.0005258099,0.01906802],"category_scores_gemma":[0.001212409,0.0002191436,0.00006973397,0.0002194579,0.0003753674,0.00007341149,0.0005075191,0.0004674768,0.0001603778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006995118,"about_ca_system_score_gemma":0.0001565676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00260796,"about_ca_topic_score_gemma":0.01154823,"domain_scores_codex":[0.9979426,0.0005591377,0.0002817391,0.0004445881,0.0003198555,0.0004520654],"domain_scores_gemma":[0.9989446,0.0005386063,0.0001822359,0.00006449384,0.00008956971,0.0001804288],"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":[0.000003903145,0.00004771585,0.00001682102,0.00007944868,0.0000194985,0.000005864124,0.001695746,1.080578e-9,1.748337e-8,0.001218333,0.9638813,0.03303142],"study_design_scores_gemma":[0.0001416011,0.00007514066,0.007692466,0.0001510758,0.00004268414,0.000001605087,0.002997942,1.043956e-7,5.113008e-8,0.001320284,0.9873331,0.0002439595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004065962,0.001246018,2.088835e-8,0.05952683,0.0001311938,0.00030139,0.9386252,0.0000868072,0.00004188479],"genre_scores_gemma":[0.00003172462,0.005432864,0.00007776717,0.0008376138,0.001673216,0.00009141556,0.991703,0.00001584409,0.0001365692],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05868921,"threshold_uncertainty_score":0.9987948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5099645287024657,"score_gpt":0.529198092511582,"score_spread":0.01923356380911634,"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."}}