{"id":"W4384028118","doi":"10.1017/9781009401968.004","title":"Interactions and diagrammatic techniques","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Diagrammatic reasoning; Content (measure theory); Computer science; Action (physics); Mathematics; Physics; Programming language","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":[0.0007108407,0.0006891122,0.0005363367,0.001843883,0.001110713,0.003395196,0.00120261,0.0007120011,0.1148564],"category_scores_gemma":[0.001834511,0.0004037526,0.0006992529,0.00167895,0.001397138,0.004344628,0.001096992,0.001882913,0.03405653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139917,"about_ca_system_score_gemma":0.0007000717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007626844,"about_ca_topic_score_gemma":0.0008825437,"domain_scores_codex":[0.9993985,0.0001560847,0.00003876139,0.0001083713,0.000254564,0.00004369388],"domain_scores_gemma":[0.9994439,0.0002732558,0.00002590619,0.0001132682,0.0001172766,0.00002636959],"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":[0.00001942827,0.00001784033,0.00003700144,0.0004148507,0.00001149198,0.0000741749,0.0002884303,0.001390101,0.001021622,0.7689381,0.1317992,0.09598784],"study_design_scores_gemma":[0.000004558938,0.000006207467,0.00003478663,0.00008896932,0.000004644326,0.00009102089,0.00003625806,0.00127339,0.0006125534,0.3195899,0.6782497,0.000008053825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001710188,0.02698161,0.2715621,0.004334243,0.002364088,0.0001020453,0.001288623,0.004798758,0.6868584],"genre_scores_gemma":[0.1061875,0.03763578,0.1815006,0.002355001,0.002136763,0.000511231,0.00382485,0.004147508,0.6617008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1148564,"threshold_uncertainty_score":0.384233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518865083064619,"score_gpt":0.2214911409939616,"score_spread":0.1963024901633154,"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."}}