{"id":"W3193919578","doi":"10.1007/978-3-030-67322-2_5","title":"Longitudinal First-Person HCI Research Methods","year":2021,"lang":"en","type":"book-chapter","venue":"Human-computer interaction series","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Human–computer interaction; Computer science; Psychology","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001549099,0.0009597639,0.001056119,0.002267753,0.001446575,0.001480002,0.002245022,0.001013637,0.002704505],"category_scores_gemma":[0.00009981907,0.001043791,0.0004845077,0.0004997622,0.0006384273,0.003214333,0.00163629,0.004245827,0.001334521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094523,"about_ca_system_score_gemma":0.0001944874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005936923,"about_ca_topic_score_gemma":0.000241049,"domain_scores_codex":[0.9941829,0.0004456295,0.001121366,0.002223482,0.001125136,0.0009014158],"domain_scores_gemma":[0.9934089,0.0006825451,0.000826042,0.002298024,0.002641381,0.0001430686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004504527,0.00009378621,0.00001247183,0.0001384702,0.0004512786,0.0004577771,0.001424888,0.00002634549,0.0008276714,0.9051551,0.0588715,0.03249572],"study_design_scores_gemma":[0.0003587084,0.0007940474,0.0002124384,0.001060095,0.00004459473,0.001475462,0.0002288113,0.001363373,0.009089749,0.02952033,0.9546539,0.001198512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0003092934,0.0005265673,0.5110903,0.003812269,0.01178812,0.0008042344,0.00001523923,0.001502385,0.4701515],"genre_scores_gemma":[0.006203605,0.0001530896,0.2244142,0.0006086931,0.003452451,0.0001990095,0.000218197,0.00025347,0.7644973],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8957824,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517026819087634,"score_gpt":0.4519898143060981,"score_spread":0.2002871323973348,"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."}}