{"id":"W2039833972","doi":"10.1177/154193120605002201","title":"Novice and Experienced Driving Performance with Cell Phones","year":2006,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Phone; Applied psychology; Pedestrian; Driving simulator; Task (project management); Psychology; Perception; Aeronautics; Simulation; Engineering; Audiology; Transport engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001768509,0.0001606293,0.0001755255,0.00002610815,0.000586853,0.00007283644,0.0001401376,0.00007796317,0.00004364744],"category_scores_gemma":[0.000007276496,0.0001128937,0.00006821993,0.00007882846,0.000196096,0.0003122627,0.00009070813,0.0001700167,0.000001395095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003002925,"about_ca_system_score_gemma":0.000007627758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001637585,"about_ca_topic_score_gemma":0.0000129142,"domain_scores_codex":[0.9991739,0.00000574754,0.0002755092,0.0002459901,0.00009492195,0.0002039275],"domain_scores_gemma":[0.9994161,0.00004813633,0.0003169293,0.00006382322,0.0001134365,0.00004154062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000720161,0.0001153232,0.832763,0.0001821234,0.00005793623,6.972682e-8,0.1294764,0.00003734514,0.03106717,0.003691935,0.002250864,0.0002858666],"study_design_scores_gemma":[0.0008181946,0.0001310365,0.8604997,0.0001484964,0.00003683387,0.000009702364,0.1152976,0.0005058431,0.01976532,0.000072879,0.002355522,0.000358796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894082,0.00004261115,0.000004494687,0.00004889014,0.0001233312,0.0001115474,0.00000474963,0.0000450101,0.01021115],"genre_scores_gemma":[0.998569,0.0000141,0.0002913287,0.00005692344,0.00008969496,0.00001052744,0.000001475372,0.00001734696,0.0009496292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02773683,"threshold_uncertainty_score":0.460367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009167280374240671,"score_gpt":0.2463215059369999,"score_spread":0.2371542255627593,"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."}}