{"id":"W1964271741","doi":"10.1016/j.dss.2007.04.003","title":"A temporal approach to expectations and desires from knowledge management systems","year":2007,"lang":"en","type":"article","venue":"Decision Support Systems","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; York University","funders":"","keywords":"Perception; Product (mathematics); Foundation (evidence); Realization (probability); Knowledge management; Business; Psychology; Computer science; Political science; Mathematics","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":[0.006841684,0.0006562218,0.0003831343,0.001520091,0.00126755,0.00565769,0.002099495,0.001667696,0.009848656],"category_scores_gemma":[0.0282306,0.0008045833,0.001514872,0.001528869,0.003507866,0.01264199,0.002498784,0.002823491,0.0009918247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00242028,"about_ca_system_score_gemma":0.002450442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005916224,"about_ca_topic_score_gemma":0.003636699,"domain_scores_codex":[0.9945598,0.002876836,0.0003943295,0.0004750373,0.001400353,0.0002936244],"domain_scores_gemma":[0.9824619,0.01263354,0.001177406,0.001156024,0.001974717,0.0005965137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005330216,0.00003190622,0.0006876627,0.00004926604,0.00002592429,0.0001399979,0.001610213,0.005608228,0.0003077683,0.9802537,0.0006247736,0.01060726],"study_design_scores_gemma":[0.00002496526,0.00004567767,0.0004293951,0.00004491729,0.00003972982,0.0001682226,0.001027428,0.05641465,0.0004311939,0.9337834,0.007560774,0.00002979619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01619351,0.0004848126,0.916665,0.004360115,0.000117209,0.0001042504,0.0003379835,0.0001472577,0.06158979],"genre_scores_gemma":[0.7681323,0.0007131987,0.21443,0.0009047482,0.0002523859,0.0004532414,0.0004932296,0.0001147794,0.01450618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009848656,"threshold_uncertainty_score":0.03618276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2560177653132057,"score_gpt":0.4309712288629836,"score_spread":0.1749534635497779,"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."}}