{"id":"W7090848582","doi":"10.5281/zenodo.17352289","title":"How Remote Teams Streamline Daily Tasks: Insights from Modern Workplace Solutions","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Luck; Polling; Set (abstract data type); Quarter (Canadian coin); EXPOSE; Instant messaging","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009253542,0.0001748897,0.0002046057,0.0006556297,0.002640963,0.003773438,0.001988087,0.00008445342,0.004192004],"category_scores_gemma":[0.001690804,0.0001558098,0.00009609354,0.00159128,0.0001603633,0.001161346,0.001725711,0.0002794543,0.006340165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584851,"about_ca_system_score_gemma":0.000009848293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000475222,"about_ca_topic_score_gemma":0.000006020944,"domain_scores_codex":[0.9972914,0.0003459287,0.0004490333,0.0005303681,0.001029229,0.0003540773],"domain_scores_gemma":[0.9977867,0.0001232262,0.0001905114,0.0008552719,0.0008816217,0.0001626949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000667773,0.00009766051,0.00001758087,0.00000799082,0.00004633878,0.000006926362,0.001580368,0.0002440267,0.001346324,0.00823736,0.5306873,0.4576614],"study_design_scores_gemma":[0.0005403236,0.00004441664,0.001975159,0.00003238421,0.00002517907,0.00000304805,0.002345102,0.01856071,0.0001122034,0.007550579,0.96864,0.0001709225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1651385,0.0006808412,0.440142,0.01895062,0.0007541037,0.00127281,0.0009299697,0.002054069,0.3700771],"genre_scores_gemma":[0.9575927,0.00006494914,0.001185689,0.0006041265,0.0001359142,5.737474e-8,0.001596272,0.0003290722,0.03849121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7924542,"threshold_uncertainty_score":0.9986575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545642397089819,"score_gpt":0.3403903154349977,"score_spread":0.1858260757260158,"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."}}