{"id":"W579917146","doi":"","title":"Remote Control Locomotive Operations: Results of Focus Groups with Remote Control Operators in the U.S. and Canada","year":2005,"lang":"en","type":"article","venue":"Research Results","topic":"Railway Systems and Energy Efficiency","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Control (management); Focus (optics); Engineering; Business; Computer science; Marketing; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008704271,0.0007325641,0.000493822,0.001585624,0.01195985,0.001639262,0.001412998,0.001247816,0.003116691],"category_scores_gemma":[0.01587182,0.000555129,0.0004281593,0.002249893,0.003595295,0.00135064,0.002700598,0.001384106,0.0002242808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01820431,"about_ca_system_score_gemma":0.03941742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9117939,"about_ca_topic_score_gemma":0.9365658,"domain_scores_codex":[0.9944127,0.00181922,0.0001833225,0.0005249322,0.001185005,0.001874924],"domain_scores_gemma":[0.9812232,0.008190739,0.001034358,0.000241288,0.007442822,0.001867502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002428806,0.0004747819,0.02496863,0.0002780765,0.0000152583,0.0002869959,0.9533056,0.000103001,0.002103362,0.000205581,0.001056139,0.01695968],"study_design_scores_gemma":[0.0000564504,0.0004388694,0.07811221,0.0001650975,0.00003420206,0.00005146406,0.9140412,0.0001319971,0.001110584,0.00006171531,0.005749258,0.00004695644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995641,0.000201943,0.0002836468,0.000408275,0.00001070238,0.0003147839,0.000116354,0.000005795241,0.003017555],"genre_scores_gemma":[0.9920337,0.000767182,0.0008785112,0.0007361193,0.00001341588,0.0004419364,0.0002341603,0.00001196139,0.004883113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08820605,"threshold_uncertainty_score":0.177451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137352353268337,"score_gpt":0.2503837582180158,"score_spread":0.2366485228911821,"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."}}