{"id":"W1547705603","doi":"10.1109/hicss.2015.500","title":"Individually Perceived IS Slack Resources and Innovating with IT","year":2015,"lang":"en","type":"article","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Proactivity; Phenomenon; Process (computing); Knowledge management; Work (physics); Computer science; Product (mathematics); Process management; Business; Psychology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126038,0.0001010619,0.0001553174,0.0002796812,0.0001042844,0.0002162172,0.0003843807,0.0001083652,0.0004945731],"category_scores_gemma":[0.0005795822,0.0000604066,0.00001462015,0.0007645139,0.000191837,0.0002361815,0.0001750689,0.0001672495,0.00023504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009900701,"about_ca_system_score_gemma":0.00004519773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002909711,"about_ca_topic_score_gemma":0.00007542979,"domain_scores_codex":[0.9984025,0.00004783437,0.0002970899,0.0003418868,0.000746856,0.0001638819],"domain_scores_gemma":[0.9989563,0.0001222229,0.0001165709,0.0003479075,0.0003555266,0.000101459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002095796,0.00002251338,0.9148577,5.208649e-7,0.000006973292,0.000008414054,0.007385931,0.00000186606,0.00006892724,0.001031091,0.05525744,0.0213376],"study_design_scores_gemma":[0.001057625,0.0002455982,0.8530228,0.00001360075,0.0000105766,0.00006684171,0.02983575,0.0002501082,0.0001462924,0.005542294,0.1095713,0.0002372496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730163,0.00001849773,0.0006178502,0.00840424,0.00003608658,0.00007066526,0.000003296311,0.0001260468,0.01770698],"genre_scores_gemma":[0.9756777,0.000001132421,0.01084431,0.002925277,0.00001547643,0.000003284682,8.097244e-7,0.000006636106,0.01052535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06183502,"threshold_uncertainty_score":0.5415229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2078690687297923,"score_gpt":0.3892061933027876,"score_spread":0.1813371245729953,"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."}}