{"id":"W4230751727","doi":"10.1351/pac20098112iv","title":"Preface","year":2009,"lang":"en","type":"article","venue":"Pure and Applied Chemistry","topic":"Supramolecular Chemistry and Complexes","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemical nomenclature; Chemistry; Library science; Nanotechnology; Engineering ethics; Engineering; Computer science; Organic chemistry; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002921795,0.0002003992,0.0001654079,0.000004550367,0.00009575333,0.00005383953,0.0001878039,0.0001666821,0.001186592],"category_scores_gemma":[0.000009210004,0.0002024353,0.00005126489,0.00005622349,0.00005485494,0.00002692002,0.00004168841,0.0002232934,0.00001335354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001424565,"about_ca_system_score_gemma":0.00001998772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.530281e-7,"about_ca_topic_score_gemma":5.196329e-8,"domain_scores_codex":[0.9990893,0.000001110712,0.0001480162,0.0003525558,0.000145598,0.000263447],"domain_scores_gemma":[0.9994619,0.00001652001,0.00004904354,0.0003220116,0.00001244814,0.000138006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002311639,0.00005020888,0.00004132885,0.00009513155,0.00001463767,0.000007119536,0.0000390389,0.000002741422,0.9891209,0.0004646831,0.000762825,0.009378289],"study_design_scores_gemma":[0.0003401591,0.000002788416,0.00003074572,0.00001635473,0.0000198886,0.00004308742,0.0001249974,0.00001481207,0.9732986,0.00336997,0.02249235,0.0002462522],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5794917,0.0003297653,0.00003342627,0.0001636398,0.000004883112,0.00001730194,0.000006015303,0.0001262137,0.4198271],"genre_scores_gemma":[0.9956487,0.0000264872,0.0002272022,0.0002346984,0.0002238929,0.00001321452,0.00004984563,0.00001280049,0.003563149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.416264,"threshold_uncertainty_score":0.9997265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006021728545955013,"score_gpt":0.1997442680047746,"score_spread":0.1937225394588196,"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."}}