{"id":"W3159285111","doi":"","title":"KB Construction and Hypothesis Generation Using SAMSON.","year":2019,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.006067119,0.001306443,0.000989322,0.007627397,0.001573911,0.002804081,0.001942525,0.001194191,0.02898678],"category_scores_gemma":[0.03493623,0.0008434115,0.002095063,0.003492415,0.0008333351,0.002517188,0.003554274,0.001447949,0.008710993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000915033,"about_ca_system_score_gemma":0.003268063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263703,"about_ca_topic_score_gemma":0.004975887,"domain_scores_codex":[0.9957002,0.001865059,0.0004038718,0.0009479008,0.0008816153,0.0002013244],"domain_scores_gemma":[0.9877548,0.007915538,0.0003407316,0.001389819,0.002334544,0.000264664],"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":[0.0009546416,0.0004040669,0.00671622,0.001878301,0.0004138597,0.0009870927,0.002006502,0.01264704,0.01039132,0.03749238,0.06097157,0.8651369],"study_design_scores_gemma":[0.0004620741,0.0004712326,0.005115914,0.0006257225,0.0006951941,0.001303478,0.002640573,0.5989861,0.04726123,0.1737708,0.1685127,0.0001549747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01659221,0.0003811551,0.9392213,0.0005172371,0.0002972651,0.00186527,0.006078421,0.02589035,0.00915676],"genre_scores_gemma":[0.08431792,0.000141908,0.8956183,0.0001634272,0.00008091729,0.001628582,0.01281523,0.0009043826,0.004329348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02898678,"threshold_uncertainty_score":0.09697044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01977155642210733,"score_gpt":0.2383343284570008,"score_spread":0.2185627720348935,"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."}}