{"id":"W2912694866","doi":"10.1002/pra2.2018.14505501042","title":"The role of information resources in young fathers' parenting experiences","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Outreach; Context (archaeology); Presentation (obstetrics); Population; Situated; Psychology; Developmental psychology; Sociology; Medicine; Political science; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002065127,0.00004039432,0.00007714403,0.0002616347,0.0009768015,0.0001358495,0.0004684988,0.00009882481,8.095167e-7],"category_scores_gemma":[0.00893171,0.00002785384,0.00001884443,0.001615603,0.00132491,0.002232789,0.00007934851,0.00006095838,0.000001227652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265956,"about_ca_system_score_gemma":0.0001413896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002141755,"about_ca_topic_score_gemma":0.0001200893,"domain_scores_codex":[0.9988721,0.000005867535,0.000319141,0.00004422556,0.000533679,0.000225006],"domain_scores_gemma":[0.9973501,0.0001320476,0.0007053748,0.00004041539,0.001752641,0.00001944887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005563316,0.000003801826,0.3567063,0.000007363478,0.000003062544,2.091349e-10,0.2901078,7.111616e-8,0.0004628523,0.3379055,0.00006194179,0.01473572],"study_design_scores_gemma":[0.0001531892,0.00004092423,0.008950168,0.00002056792,0.000005137174,1.579439e-7,0.8439504,0.0001497657,0.02838838,0.02679473,0.0914922,0.00005436896],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664282,0.00001320833,0.000002838123,0.001674677,0.0002366689,0.0002661889,0.000002486687,0.00002156506,0.03135414],"genre_scores_gemma":[0.9997614,0.00002644799,0.00007675679,0.00002725891,0.00003372503,0.00004853727,2.089293e-7,8.625913e-7,0.00002478927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5538425,"threshold_uncertainty_score":0.9994165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007013740877995005,"score_gpt":0.2667505147765111,"score_spread":0.2597367738985161,"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."}}