{"id":"W4308374166","doi":"10.1145/3500868.3559444","title":"The Needs of Grandparents and Grandchildren in a Socially and Geographically Distanced World: A Case Study","year":2022,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Simon Fraser University","funders":"","keywords":"Grandparent; Framing (construction); Psychology; Computer science; Developmental psychology; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810379,0.0008957905,0.0005962742,0.0008487041,0.01123772,0.001935806,0.001335471,0.002982792,0.004491253],"category_scores_gemma":[0.0044645,0.0006007118,0.0005265453,0.0007035321,0.002624493,0.001813431,0.002667235,0.002486365,0.0004616364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394998,"about_ca_system_score_gemma":0.00232503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01923001,"about_ca_topic_score_gemma":0.06368136,"domain_scores_codex":[0.9985343,0.0008549598,0.00004110885,0.0001492512,0.0001334961,0.0002870089],"domain_scores_gemma":[0.9974649,0.001266965,0.0002282479,0.0001250685,0.0001946578,0.0007200929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001270868,0.0008638652,0.02482597,0.0002831314,0.00004119485,0.1140024,0.8321986,0.0002216036,0.00191985,0.003586136,0.003846208,0.01808409],"study_design_scores_gemma":[0.00002235721,0.0004068744,0.009365611,0.0002291506,0.00004505229,0.04904841,0.9090068,0.0003153947,0.0006533659,0.0007661275,0.03009525,0.00004558266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947494,0.0003123555,0.0004611876,0.000939609,0.00002966425,0.0000486402,0.00003870261,0.000008938769,0.003411544],"genre_scores_gemma":[0.9919183,0.0009692643,0.001995224,0.0003960648,0.0000199302,0.00009669344,0.00003648172,0.00001527811,0.004552793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923001,"threshold_uncertainty_score":0.03823614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009109820395846966,"score_gpt":0.2624874352859804,"score_spread":0.2533776148901334,"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."}}