{"id":"W2488743751","doi":"10.1142/9789814307246_0011","title":"The Synthesis and Properties of Dipyrrins","year":2010,"lang":"en","type":"book-chapter","venue":"Handbook of porphyrin science","topic":"Luminescence and Fluorescent Materials","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001486587,0.0002596025,0.0004770722,0.00013441,0.0003675403,0.0001398782,0.001081241,0.0001685448,0.000278669],"category_scores_gemma":[0.0004115662,0.0001534994,0.00007733668,0.00004151242,0.006927367,0.000252137,0.0004624687,0.000143274,0.00005964689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001926327,"about_ca_system_score_gemma":0.000413344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005413525,"about_ca_topic_score_gemma":0.0000442993,"domain_scores_codex":[0.9977148,0.00001903511,0.0005883005,0.0004638314,0.0008768513,0.0003372172],"domain_scores_gemma":[0.9980835,0.000147288,0.0005976557,0.0007164713,0.000346967,0.000108072],"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":[0.00003361103,0.0000104094,0.00002827614,0.0001447047,0.000004075277,0.000001719414,0.0001622234,9.617379e-8,0.9903082,0.00832808,0.00004147771,0.0009371889],"study_design_scores_gemma":[0.000069518,0.00004723925,0.0000794098,0.001273333,0.00003216628,0.0000107759,0.00002019492,0.00000229419,0.9936203,0.00135671,0.003300035,0.0001880685],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8429267,0.01315915,0.00008296625,0.0003761933,0.004220425,0.001939864,0.0002680312,0.0001462102,0.1368804],"genre_scores_gemma":[0.9509895,0.00304517,0.001443054,0.0000319038,0.0002151111,0.00003255243,8.324676e-7,0.00004835882,0.04419347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080628,"threshold_uncertainty_score":0.9957752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02193425934004384,"score_gpt":0.2180474235687885,"score_spread":0.1961131642287447,"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."}}