{"id":"W4249800317","doi":"10.1007/978-1-4612-1322-2_43","title":"Mapping","year":2000,"lang":"en","type":"book-chapter","venue":"Birkhäuser Boston eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; Simon Fraser University","funders":"","keywords":"Computer science","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0003569007,0.001371399,0.00114245,0.001130668,0.000276768,0.0001596555,0.0009491896,0.00124668,0.01001655],"category_scores_gemma":[0.00001512075,0.001476243,0.0006901491,0.00003624335,0.0004214537,0.0001005495,0.0002709719,0.001324936,0.116905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004498122,"about_ca_system_score_gemma":0.000346625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006382979,"about_ca_topic_score_gemma":0.00009019228,"domain_scores_codex":[0.9954458,0.00004905347,0.001011494,0.001384436,0.001101644,0.001007554],"domain_scores_gemma":[0.9967936,0.0000846365,0.0005761528,0.001953462,0.0001606115,0.000431549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000456059,0.00007336205,0.00002829111,0.0002960092,0.00130354,0.001927834,0.002840164,0.00000707512,0.003398362,0.6503684,0.1756014,0.1636995],"study_design_scores_gemma":[0.0006316552,0.00006221545,0.00003362326,0.0006364336,0.0001226162,0.0001228125,0.00001400264,0.000005348061,0.0003087323,0.05576443,0.9407694,0.001528726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002602458,0.0007298727,0.00001438993,0.0000404549,0.0005274091,0.001015003,0.0004648849,0.001705266,0.9952425],"genre_scores_gemma":[0.002313646,0.00006041987,0.0004411763,0.0007072506,0.0009439843,0.00005837798,0.0001813441,0.0015529,0.9937409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.765168,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380695073668403,"score_gpt":0.2350043200344868,"score_spread":0.1969348126676465,"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."}}