{"id":"W7053078642","doi":"","title":"The Tools We Live By: A Description of Personal Support Media in Work Life ; CU-CS-981-04","year":2004,"lang":"en","type":"report","venue":"CU Scholar (University of Colorado Boulder)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Work (physics); Affect (linguistics); Quarter (Canadian coin); Working hours; Time management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006755044,0.0003743291,0.00008946657,0.001654493,0.003924805,0.002970832,0.0005783769,0.0007953145,0.007839642],"category_scores_gemma":[0.001598468,0.00015768,0.00008054801,0.002175309,0.001455036,0.002003522,0.001335672,0.000854482,0.00187107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549255,"about_ca_system_score_gemma":0.001709006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303862,"about_ca_topic_score_gemma":0.03212217,"domain_scores_codex":[0.9992969,0.0003221266,0.00003202521,0.00005437125,0.0001784132,0.0001160733],"domain_scores_gemma":[0.9988675,0.0004312673,0.0001131935,0.0001008901,0.0001476701,0.0003395185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001168563,0.0004465562,0.06234241,0.0003830819,0.000006759803,0.002439054,0.3450093,0.0003310468,0.004385468,0.03498483,0.1756692,0.3738854],"study_design_scores_gemma":[0.000005887092,0.0001160287,0.03147951,0.0001536688,0.000003933042,0.001616225,0.1169946,0.0002048539,0.001120823,0.0008905705,0.8473877,0.00002615152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4941534,0.004274029,0.01499362,0.01296672,0.0005200699,0.0004345021,0.002072683,0.001137299,0.4694476],"genre_scores_gemma":[0.8468517,0.002754818,0.0100213,0.001314538,0.000117689,0.0005089972,0.000989399,0.0002624696,0.1371791],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01303862,"threshold_uncertainty_score":0.02622622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348178084128969,"score_gpt":0.219673462269667,"score_spread":0.1848556538567701,"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."}}