{"id":"W2755178802","doi":"10.1145/3130928","title":"Let’s FOCUS","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Human multitasking; Mobile phone; Phone; Class (philosophy); Context (archaeology); Multimedia; Computer science; Psychology; Focus group; Internet privacy; Sociology","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":[0.001784467,0.0009382693,0.0004760651,0.0005470226,0.001756235,0.003146126,0.001526081,0.00242391,0.06215127],"category_scores_gemma":[0.007468252,0.0003024551,0.0008463108,0.0001686925,0.001326443,0.0032814,0.003953035,0.002063015,0.02105357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007019372,"about_ca_system_score_gemma":0.001645852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00154227,"about_ca_topic_score_gemma":0.00193542,"domain_scores_codex":[0.9981362,0.0006082441,0.00008643857,0.0003346666,0.0005305374,0.0003039671],"domain_scores_gemma":[0.9965343,0.0008985904,0.0002161864,0.0004610226,0.0007855058,0.001104291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005896684,0.001260726,0.007037241,0.00130292,0.00007825845,0.0008064421,0.01176447,0.0002319192,0.01084706,0.02337441,0.2081589,0.7345479],"study_design_scores_gemma":[0.0001084709,0.001040872,0.003532904,0.0004679905,0.00008979801,0.0009828332,0.003777839,0.0003041069,0.003913766,0.005712963,0.9800092,0.00005929386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1101132,0.006176149,0.1202292,0.08934519,0.01459813,0.002809728,0.001008445,0.008344543,0.6473753],"genre_scores_gemma":[0.4805551,0.004993192,0.08126523,0.07405017,0.003367885,0.00333533,0.000836141,0.002094958,0.349502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06215127,"threshold_uncertainty_score":0.2079167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017937185608632,"score_gpt":0.3193103118869389,"score_spread":0.2991309400308526,"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."}}