{"id":"W2605896472","doi":"10.37693/pjos.2016.7.16454","title":"“The whole is greater than the sum of its parts” - True, false or meaningless?","year":2017,"lang":"en","type":"article","venue":"Public Journal of Semiotics","topic":"linguistics and terminology studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slogan; Context (archaeology); Meaning (existential); Relation (database); Value (mathematics); Contrast (vision); Linguistics; Mathematics; Computer science; Epistemology; Philosophy; Statistics; Artificial intelligence; History; Data mining; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007228282,0.0001295734,0.0002816824,0.00005160999,0.00166582,0.0006935834,0.0008400821,0.00004288796,0.0001282427],"category_scores_gemma":[0.001342674,0.00005599474,0.0001329837,0.00001366624,0.0008008747,0.0001803488,0.0001917232,0.0002561696,0.00001122914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001519713,"about_ca_system_score_gemma":0.00008216538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001757486,"about_ca_topic_score_gemma":0.0004047492,"domain_scores_codex":[0.9988522,0.00004497515,0.0004793885,0.00008287997,0.0002659937,0.0002745532],"domain_scores_gemma":[0.9974541,0.0002574503,0.0009247647,0.0003988819,0.0009038139,0.00006099169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001776403,0.0002812119,0.05387769,0.0001323857,0.002081188,0.0001575652,0.08647498,0.000003345846,0.00002811521,0.6746079,0.1708859,0.01129206],"study_design_scores_gemma":[0.0004077032,0.0001805954,0.004170412,0.00007089882,0.0001335597,0.00003863181,0.004714753,0.0000468674,0.0002038329,0.005065509,0.9848575,0.0001097607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7796924,0.005276858,0.00003156151,0.1078452,0.01031745,0.0003245377,0.0001695743,0.00002937004,0.09631312],"genre_scores_gemma":[0.9861749,0.0005551288,0.00001933986,0.0003103902,0.001513116,0.000001003502,4.680235e-7,0.00001344251,0.01141218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8139716,"threshold_uncertainty_score":0.9996338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126040197838281,"score_gpt":0.2896231609462874,"score_spread":0.1635829631080064,"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."}}