{"id":"W4387860267","doi":"10.1002/pra2.814","title":"Conversations on the Invisibility of <scp>PIM</scp> , Approaching Themes, and New Avenues of Research","year":2023,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Invisibility; Theme (computing); Focus (optics); Work (physics); Sociology; Public relations; Engineering ethics; Political science; Computer science; Engineering; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01255582,0.00005583151,0.000136809,0.001244501,0.0004363943,0.0001480788,0.0007990254,0.00007484039,0.000001534806],"category_scores_gemma":[0.02993698,0.00003281897,0.00003522059,0.004961233,0.0006193718,0.001777972,0.000361185,0.0001327794,0.000006070499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004690773,"about_ca_system_score_gemma":0.0001039076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001290094,"about_ca_topic_score_gemma":0.000001802546,"domain_scores_codex":[0.9975849,0.00001233998,0.0005287317,0.0001171521,0.001582424,0.0001744825],"domain_scores_gemma":[0.99502,0.001226246,0.0009332909,0.0001502662,0.002643499,0.00002669203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008082867,0.00001906869,0.2185324,0.00005614225,0.00001494025,2.873825e-9,0.01285588,0.00001237208,0.003110037,0.7277302,0.02475172,0.01290911],"study_design_scores_gemma":[0.0008843981,0.0002579162,0.4104429,0.00009160466,0.00003410141,0.000001030111,0.1211558,0.009951279,0.07576786,0.3404345,0.04088146,0.00009714802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866276,0.000007155058,0.00002120636,0.006897611,0.00005650847,0.0004710922,0.00002676329,0.00002716037,0.005864947],"genre_scores_gemma":[0.999306,0.0000183559,0.0001216544,0.00006491163,0.00000634285,0.00002077418,0.000001315443,0.000001454214,0.0004592279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3872957,"threshold_uncertainty_score":0.9782343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2741621767649368,"score_gpt":0.4288978810957336,"score_spread":0.1547357043307968,"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."}}