{"id":"W4398862801","doi":"10.7910/dvn/stqljl","title":"Psychologists' Internet and Social Media Presence","year":2022,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social media; The Internet; Internet privacy; Psychology; Sociology; Media studies; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0007846289,0.001121472,0.0008920477,0.003807416,0.0009425096,0.001941376,0.001979261,0.001246793,0.03691954],"category_scores_gemma":[0.005452878,0.000634311,0.0007289047,0.00768384,0.0003486011,0.0009605702,0.00165825,0.001445125,0.0315751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042304,"about_ca_system_score_gemma":0.003593566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1898399,"about_ca_topic_score_gemma":0.3954068,"domain_scores_codex":[0.9991494,0.000110938,0.00009781424,0.00020712,0.0002644929,0.0001701923],"domain_scores_gemma":[0.9971753,0.0004439059,0.0004821346,0.0003742347,0.001127293,0.0003970781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001078312,0.00006585233,0.008310898,0.0003539298,0.00003039032,0.00003992836,0.00008192563,0.0001644004,0.00007207373,0.0004033911,0.9868031,0.003566272],"study_design_scores_gemma":[0.0003180353,0.00004938299,0.08876546,0.00045325,0.00006480855,0.0001480947,0.0005252382,0.0007401697,0.0004418592,0.0007549259,0.9076828,0.00005601731],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000919287,0.00002912051,0.00003989769,0.00005465348,0.0000124664,0.00001951771,0.9979281,0.00006876984,0.0009282592],"genre_scores_gemma":[0.00164303,0.00003532508,0.0001554237,0.00003529528,0.000007975291,0.0001129039,0.9965139,0.00001580259,0.001480397],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9961926,"threshold_uncertainty_score":0.3774697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05692918422058799,"score_gpt":0.3679277166656464,"score_spread":0.3109985324450585,"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."}}