{"id":"W1990748884","doi":"10.1145/1297846.1297887","title":"A framework for distributed collaborative conceptual model development","year":2007,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; Conceptual model; Development (topology); Knowledge management; Data science; Management science; Engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002576144,0.00009034308,0.0001174246,0.00003111796,0.0001136167,0.00005795994,0.0004078797,0.00007340249,0.000004977435],"category_scores_gemma":[0.0001676323,0.00007090029,0.00002413691,0.0002562451,0.00005849939,0.0001429164,0.0001016445,0.00005134743,0.00001216202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143584,"about_ca_system_score_gemma":0.000193658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001826647,"about_ca_topic_score_gemma":0.00002638981,"domain_scores_codex":[0.9991778,0.000007240281,0.0001759973,0.0002240234,0.0001340751,0.0002808916],"domain_scores_gemma":[0.9991789,0.0003544553,0.00004413689,0.0001983817,0.0001616542,0.00006242694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001120436,0.0000259751,0.0001435144,0.000002552839,0.00001212214,0.000002454351,0.002443806,0.0001961031,0.00003936432,0.9889732,0.001568804,0.006580891],"study_design_scores_gemma":[0.001731706,0.0002703827,0.006022357,0.00004087172,0.00001291747,0.000007766801,0.008094192,0.4357236,0.09858678,0.3972634,0.05122686,0.001019128],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008065521,0.0000325552,0.9894665,0.0005796087,0.0001543613,0.0002803441,0.000004955764,0.0001978372,0.00121827],"genre_scores_gemma":[0.3595339,4.600196e-7,0.6399357,0.0003554219,0.00001498293,0.00001968872,0.000003649322,0.000002064795,0.0001341532],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5917098,"threshold_uncertainty_score":0.289123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0470865361003826,"score_gpt":0.312749249461693,"score_spread":0.2656627133613104,"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."}}