{"id":"W3096250086","doi":"","title":"Would you please stop smiling at your crotch: Predictors of student classroom smartphone use and faculty course smartphone policies","year":2014,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Course (navigation); Medical education; Smartphone application; Spring (device); Applied psychology; Mathematics education; Engineering; Multimedia; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005206182,0.0004652454,0.0007228708,0.0002449329,0.0008738668,0.0002275359,0.001484139,0.0008314562,0.02057146],"category_scores_gemma":[0.005692123,0.0005037453,0.0002278578,0.0004105003,0.001606015,0.0005623108,0.002282354,0.0009363638,0.03813481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573655,"about_ca_system_score_gemma":0.0002572904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004710506,"about_ca_topic_score_gemma":0.001388596,"domain_scores_codex":[0.9944555,0.0009087011,0.0008537387,0.001646084,0.001146267,0.0009897351],"domain_scores_gemma":[0.9955358,0.0003937842,0.0006283385,0.00250774,0.0003363672,0.0005979796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001787321,0.0007290076,0.9656326,0.00005796691,0.0002146453,0.000009281628,0.0163605,0.0001332904,0.005196162,0.0004910987,0.005113001,0.005883713],"study_design_scores_gemma":[0.001740728,0.00000873461,0.9438973,0.0001414675,0.0001616977,0.00001117644,0.004760432,0.00007713204,0.008531632,0.0005658633,0.03958258,0.0005212753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966012,0.000006332463,0.000205852,0.001256179,0.0006553803,0.001044632,0.00007708375,0.0002854171,0.03045715],"genre_scores_gemma":[0.9218609,0.00017269,0.0004616331,0.0002170893,0.000158886,0.00006074503,0.00001862928,0.00005125179,0.0769982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04654105,"threshold_uncertainty_score":0.9997414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674267439551462,"score_gpt":0.3275997133486237,"score_spread":0.2908570389531091,"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."}}