{"id":"W7017569310","doi":"","title":"Automatic Qualitative Model Abstraction from Numeric Simulation Model","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abstraction; Scheme (mathematics); Data modeling; Feature (linguistics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003349649,0.001189801,0.001291948,0.002038164,0.001100749,0.002504295,0.002038364,0.0008327473,0.01467659],"category_scores_gemma":[0.01809042,0.001438418,0.003855952,0.001244473,0.001380235,0.003041155,0.004786423,0.002401602,0.002947104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569332,"about_ca_system_score_gemma":0.002730651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004149324,"about_ca_topic_score_gemma":0.004513448,"domain_scores_codex":[0.9974443,0.0007592433,0.000245665,0.0003104418,0.001117214,0.000123128],"domain_scores_gemma":[0.9907351,0.005216297,0.0003655898,0.00200984,0.001550699,0.0001225867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004516662,0.0002138811,0.002518553,0.002233147,0.0002909388,0.0006356317,0.00204695,0.3057995,0.02157231,0.3081771,0.0250563,0.331004],"study_design_scores_gemma":[0.0000574095,0.00003125053,0.0002542236,0.0001051112,0.00007175509,0.00009115197,0.0001538977,0.8430133,0.01072154,0.1249314,0.02053668,0.00003224843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001508468,0.00001197528,0.9923039,0.00006712117,0.000020348,0.00009421752,0.000297971,0.00475446,0.0009414384],"genre_scores_gemma":[0.1133258,0.00009576757,0.8789502,0.0001168834,0.00002515771,0.0005981245,0.002788215,0.001881893,0.002217893],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01467659,"threshold_uncertainty_score":0.04909813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2614439774970553,"score_gpt":0.5661009364667354,"score_spread":0.3046569589696801,"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."}}