{"id":"W117111833","doi":"10.5555/2075144.2075200","title":"Panel: new directions for conceptual modeling","year":2011,"lang":"en","type":"article","venue":"International Conference on Conceptual Modeling","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of British Columbia; Memorial University of Newfoundland","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03021077,0.001618645,0.001825573,0.002119813,0.003210151,0.01121109,0.00555766,0.01219218,0.04530748],"category_scores_gemma":[0.03593256,0.0009730055,0.003226201,0.003398986,0.005245973,0.02204439,0.005087429,0.01782914,0.008342525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005510826,"about_ca_system_score_gemma":0.008308134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01673383,"about_ca_topic_score_gemma":0.01571692,"domain_scores_codex":[0.9933615,0.003830036,0.0003377024,0.0006773521,0.00148438,0.0003090615],"domain_scores_gemma":[0.9535882,0.02452258,0.0007758985,0.005732045,0.01204445,0.003336818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005047239,0.00008815345,0.0003006993,0.0002357253,0.00003505462,0.00004110733,0.0003447804,0.002679828,0.0002078018,0.2034455,0.7616217,0.03094928],"study_design_scores_gemma":[0.0000653497,0.00001721413,0.0003091933,0.0005988017,0.00004796061,0.00004126557,0.0006200743,0.01086295,0.0002401294,0.4218792,0.5652516,0.00006623641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001138865,0.01801762,0.1160716,0.8177409,0.02413336,0.0001035883,0.001363299,0.0004885275,0.02094245],"genre_scores_gemma":[0.100326,0.07549451,0.4316273,0.199114,0.09027337,0.002064919,0.009429102,0.002387796,0.08928303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04530748,"threshold_uncertainty_score":0.1597718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.645701691296534,"score_gpt":0.4254514577811249,"score_spread":0.2202502335154091,"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."}}