{"id":"W4210558560","doi":"10.33137/js.v4i0.37904","title":"A Diagrammatic Notation for Visualizing Epistemic Entities and Relations","year":2021,"lang":"en","type":"article","venue":"Scientonomy Journal for the Science of Science","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; University of Toronto","funders":"Jackman Humanities Institute, University of Toronto; University of Toronto","keywords":"Diagrammatic reasoning; Notation; Ontology; Construct (python library); Computer science; Epistemology; Visualization; Linguistics; Programming language; Artificial intelligence; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004316346,0.001502795,0.0008008986,0.00440936,0.001878787,0.007917603,0.002136133,0.001787754,0.02113878],"category_scores_gemma":[0.01360169,0.0007379442,0.001121547,0.004163058,0.002095457,0.01034634,0.002931985,0.003707418,0.005155525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315261,"about_ca_system_score_gemma":0.002410302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002529898,"about_ca_topic_score_gemma":0.002910524,"domain_scores_codex":[0.9973996,0.00129583,0.0003616252,0.0003811801,0.0004513509,0.0001105502],"domain_scores_gemma":[0.9934741,0.003436761,0.0005222272,0.001189735,0.001095864,0.0002812906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009239288,0.00003773003,0.0003212759,0.0004853701,0.00002376691,0.0003294048,0.004722335,0.003874024,0.006381871,0.8838536,0.02926934,0.07060903],"study_design_scores_gemma":[0.00005145371,0.00005594278,0.0002003841,0.0003328836,0.0000361943,0.0007052349,0.001024583,0.01747201,0.005485368,0.3096874,0.664872,0.00007660835],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009866736,0.0003230905,0.9843073,0.0006466535,0.000242608,0.000118113,0.0009560616,0.002403322,0.01001607],"genre_scores_gemma":[0.02330984,0.0007127989,0.9676674,0.0002806138,0.000118384,0.0005232839,0.001548234,0.0007335921,0.005105898],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9955906,"threshold_uncertainty_score":0.07071626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03815587884955057,"score_gpt":0.346975675495373,"score_spread":0.3088197966458224,"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."}}