{"id":"W3145938758","doi":"10.1332/204674321x16146846761768","title":"Being a good digital parent: representations of parents, youth and the parent–youth relationship in expert advice","year":2021,"lang":"en","type":"article","venue":"Families Relationships and Societies","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Agency (philosophy); Psychology; Judgement; Developmental psychology; Context (archaeology); Face (sociological concept); Social psychology; Sociology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004621592,0.0001122985,0.0002029759,0.00008534548,0.0008825361,0.000194989,0.0001102423,0.0001506682,0.000006730864],"category_scores_gemma":[0.001716964,0.00009487882,0.00006694622,0.0005178336,0.001020968,0.0004421684,0.0001330614,0.0002536078,0.000001724631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000341408,"about_ca_system_score_gemma":0.000128744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003550751,"about_ca_topic_score_gemma":0.0007407112,"domain_scores_codex":[0.9986989,0.0002255978,0.000372517,0.0002350392,0.0002675692,0.0002002988],"domain_scores_gemma":[0.9984394,0.001129127,0.0001103429,0.0001640075,0.000105947,0.00005120113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008267105,0.00002162889,0.6054456,0.000006583204,0.0000143018,4.869221e-7,0.2540581,0.000003723469,2.513253e-7,0.1399014,0.00007754695,0.00046214],"study_design_scores_gemma":[0.000643494,0.000006066311,0.2682902,0.00005310688,0.00001905962,8.319628e-7,0.6759831,0.00002662941,0.000003389971,0.05399382,0.0008683418,0.0001120407],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360889,0.003004766,0.0000718332,0.002491467,0.00009478115,0.0002142377,0.00004917601,0.00007531654,0.05790949],"genre_scores_gemma":[0.9958094,0.002357977,0.0001684941,0.00006095687,0.00003016979,0.00002170465,0.0001116244,0.000007625545,0.001432019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4219249,"threshold_uncertainty_score":0.6787844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05123314570059505,"score_gpt":0.2883254092245153,"score_spread":0.2370922635239202,"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."}}