{"id":"W3081682058","doi":"10.11575/prism/38108","title":"Developing an Online Resource to Support Parents’ Search for Apps in The First Year of Parenthood","year":2020,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); World Wide Web; Psychology; Internet privacy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003910741,0.0004778958,0.0003689145,0.00171359,0.001730566,0.001799119,0.00135649,0.0007902319,0.009542524],"category_scores_gemma":[0.01217323,0.0003962069,0.0005154153,0.0008444928,0.0003880887,0.0030427,0.003112596,0.0007582841,0.003433017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007130519,"about_ca_system_score_gemma":0.004358908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488023,"about_ca_topic_score_gemma":0.01058852,"domain_scores_codex":[0.9986486,0.0006729864,0.0001152172,0.0001566382,0.0002387415,0.0001678744],"domain_scores_gemma":[0.9921949,0.004111307,0.0006413251,0.0005563708,0.001039586,0.001456541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002863185,0.002235552,0.02676401,0.001994219,0.0000278669,0.00277877,0.03378968,0.0002988003,0.007753421,0.001334051,0.05426814,0.8684692],"study_design_scores_gemma":[0.0005226085,0.003546616,0.08413518,0.003419246,0.0003086847,0.006245238,0.06271381,0.005322966,0.01354488,0.004024791,0.8158855,0.0003306214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7617996,0.003175519,0.108744,0.006722135,0.0006309272,0.009470008,0.003202246,0.009578924,0.09667667],"genre_scores_gemma":[0.3838813,0.003383212,0.572427,0.001471,0.0001131512,0.006044393,0.00380707,0.0005594941,0.0283134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009542524,"threshold_uncertainty_score":0.03192294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613476120518081,"score_gpt":0.4115416783504512,"score_spread":0.2501940662986432,"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."}}