{"id":"W7065910711","doi":"","title":"Four Forms of Information. Technical Report 2003-06","year":2003,"lang":"en","type":"other","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cognition; Set (abstract data type); Information processing; Technical communication; Cognitive ergonomics; Socio-cognitive","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000929875,0.0005307882,0.0006018449,0.001232591,0.0004813403,0.000070504,0.0008366,0.0004423672,0.001359865],"category_scores_gemma":[0.00001229572,0.0006249028,0.0003480959,0.001538437,0.0005499212,0.002092987,0.0003562065,0.0005236486,0.0001055377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192926,"about_ca_system_score_gemma":0.002042825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000205585,"about_ca_topic_score_gemma":0.000008228508,"domain_scores_codex":[0.9977993,0.0001025172,0.0004774231,0.0005384531,0.000585193,0.0004970759],"domain_scores_gemma":[0.9979922,0.00003493757,0.0007984316,0.0006366893,0.0002050794,0.0003326994],"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":[0.0003054925,0.0002642836,0.06324529,0.0003208277,0.001024333,0.0024808,0.0001391057,0.0003757254,0.00098072,0.2547443,0.6750647,0.001054339],"study_design_scores_gemma":[0.001187071,0.00004499737,0.001254063,0.0002135595,0.0001832595,0.0000993655,0.0003090048,0.00003440895,0.002846933,0.0000415876,0.9930976,0.0006881721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009295755,0.00007686851,0.002700085,0.00004353775,0.0009488763,0.0004848001,0.0004380464,0.0003058247,0.9857062],"genre_scores_gemma":[0.1086637,0.0000943014,0.001532107,0.00006320239,0.000349133,0.000001457372,0.001095062,0.0001256829,0.8880754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3180328,"threshold_uncertainty_score":0.9996203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00570544390474649,"score_gpt":0.1696995381027495,"score_spread":0.1639940941980031,"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."}}