{"id":"W4322734269","doi":"10.1111/fare.12865","title":"Doing family online: (In)formal knowledge circulation, information‐seeking practices, and support communities","year":2023,"lang":"en","type":"article","venue":"Family Relations","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Information and Communications Technology; Sociology; Public relations; Digital divide; Agency (philosophy); Nexus (standard); Variety (cybernetics); Political science; Social science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006281567,0.00008557638,0.0001076943,0.0003963621,0.0008413473,0.0001589473,0.0001569399,0.0001407917,0.00002322613],"category_scores_gemma":[0.0002443425,0.00009682477,0.00002541225,0.001100618,0.0001677972,0.002705761,0.0001360474,0.000231345,0.0003174448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008485132,"about_ca_system_score_gemma":0.0003115173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007069646,"about_ca_topic_score_gemma":0.001974187,"domain_scores_codex":[0.999055,0.00006470163,0.0003295142,0.00008101147,0.000187618,0.0002821368],"domain_scores_gemma":[0.9991563,0.0003708826,0.000185184,0.0001272321,0.0001094364,0.00005097646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001108883,0.0001023427,0.4665023,0.00004617993,0.00004761765,0.000006741621,0.1388812,0.0003996377,0.00003991106,0.3094226,0.006234663,0.07830577],"study_design_scores_gemma":[0.0002348217,0.000008741677,0.632941,0.00003735434,0.000006292802,0.000001442291,0.05380275,0.001006918,2.525153e-7,0.001838485,0.3100003,0.0001216474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7096077,0.0001291009,0.0004456746,0.0008281735,0.0002159382,0.0002012821,0.00001790779,0.0003698749,0.2881843],"genre_scores_gemma":[0.9970394,0.0003681312,0.0008377551,0.0001404407,0.00003901651,0.00001642167,0.0003289999,0.000006617663,0.001223154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3075841,"threshold_uncertainty_score":0.6471048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433785231839772,"score_gpt":0.3284165271320222,"score_spread":0.2740786748136245,"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."}}