{"id":"W1976809939","doi":"10.1108/02632770010349637","title":"Preparing for an uncertain future","year":2000,"lang":"en","type":"article","venue":"Facilities","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Software deployment; Work (physics); Workspace; Process management; Business; Position (finance); Process (computing); Focus (optics); Principal (computer security); Strategic planning; Business environment; Accommodation; Computer science; Risk analysis (engineering); Marketing; Engineering; Computer security","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":[0.003909545,0.0004137989,0.0003479682,0.0005602903,0.009484163,0.009837521,0.001059787,0.00428966,0.02188408],"category_scores_gemma":[0.008481834,0.0002018746,0.0004807358,0.0003492777,0.009285126,0.01129653,0.00731245,0.008502777,0.005584605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002529922,"about_ca_system_score_gemma":0.006059911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292625,"about_ca_topic_score_gemma":0.005627276,"domain_scores_codex":[0.9976373,0.001066296,0.00004959433,0.0002528145,0.0004914899,0.0005025187],"domain_scores_gemma":[0.9960593,0.0005798177,0.0003137644,0.0002881296,0.0005965462,0.00216252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006398798,0.00008886478,0.00236596,0.0001466953,0.00004859869,0.001415593,0.02448159,0.0007518012,0.001210993,0.5220048,0.3712439,0.07617711],"study_design_scores_gemma":[0.000005095117,0.00003950216,0.000617385,0.0002026839,0.000007719657,0.0003975987,0.02472943,0.0001717265,0.0001185062,0.1256543,0.8480283,0.00002768217],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02589684,0.01303864,0.01353909,0.5414804,0.01593855,0.00007442047,0.0001424093,0.0002398155,0.3896499],"genre_scores_gemma":[0.6579621,0.02356361,0.01587039,0.1179155,0.006196468,0.0001493529,0.0002757624,0.0003124881,0.1777543],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02188408,"threshold_uncertainty_score":0.07320952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852545462124187,"score_gpt":0.3021804002591539,"score_spread":0.273654945637912,"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."}}