{"id":"W4308568240","doi":"10.1027/2698-1866/a000025","title":"The German Version of the Hybrid Work Characteristics Scale","year":2022,"lang":"en","type":"article","venue":"Psychological Test Adaptation and Development","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Universität Bielefeld","keywords":"German; Human multitasking; Scale (ratio); Computer science; Reliability (semiconductor); Work (physics); Task (project management); Psychology; Cognitive psychology; Engineering; Linguistics","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":[0.001200283,0.000462879,0.0003428001,0.00112807,0.000354376,0.0005659207,0.0004389083,0.000336143,0.01413864],"category_scores_gemma":[0.003968749,0.0001725377,0.0004811385,0.001033747,0.0002505565,0.0004970436,0.0008453127,0.0006595065,0.002253157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003847,"about_ca_system_score_gemma":0.0006057148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002570056,"about_ca_topic_score_gemma":0.004451844,"domain_scores_codex":[0.9991744,0.0002231113,0.0001506906,0.00008688729,0.0002884088,0.00007646235],"domain_scores_gemma":[0.9982548,0.0004712841,0.000425025,0.0001254114,0.0005577301,0.0001656082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009480027,0.0009830949,0.4278584,0.001303461,0.0005609011,0.0004033255,0.004124822,0.002072708,0.003779373,0.007803786,0.1316163,0.4185458],"study_design_scores_gemma":[0.000158964,0.0004328265,0.9163669,0.0002066836,0.00009799055,0.0003673859,0.001169108,0.0008290302,0.0007514927,0.001804552,0.07774703,0.00006797544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916637,0.001913881,0.009460752,0.002184163,0.0004501103,0.003865879,0.04645833,0.0003302673,0.04367289],"genre_scores_gemma":[0.9146575,0.001513627,0.02230176,0.000726221,0.0001071002,0.005574125,0.02973722,0.00008745459,0.02529496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413864,"threshold_uncertainty_score":0.04729843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834803613470245,"score_gpt":0.2513507258479564,"score_spread":0.2230026897132539,"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."}}