{"id":"W4416775027","doi":"10.1142/s1088424625020043","title":"Preface","year":2025,"lang":"en","type":"article","venue":"Journal of Porphyrins and Phthalocyanines","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001308932,0.0007738176,0.0005116204,0.002022515,0.001887365,0.002297645,0.001177117,0.0009471059,0.4224024],"category_scores_gemma":[0.007397386,0.0002014785,0.0004812207,0.001018532,0.0004073812,0.001652247,0.001903636,0.002421535,0.2861854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372318,"about_ca_system_score_gemma":0.002437705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002939899,"about_ca_topic_score_gemma":0.004975141,"domain_scores_codex":[0.9993012,0.00007698734,0.00003339338,0.00009803719,0.0004149523,0.00007551944],"domain_scores_gemma":[0.9960791,0.000408745,0.0001217455,0.000316275,0.002259935,0.0008142077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002731468,0.00001917275,0.00007768482,0.00008467492,0.000001580769,0.00003494474,0.00001892189,0.00002872787,0.0001699071,0.002311402,0.962789,0.03443673],"study_design_scores_gemma":[0.00000321133,0.00001011994,0.0001837795,0.00005313083,0.000001258815,0.00003163007,0.00002462002,0.00001215024,0.000143653,0.001148357,0.9983851,0.000002921613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001412661,0.01689107,0.004688261,0.034964,0.384602,0.0006076838,0.008173174,0.001261897,0.5473992],"genre_scores_gemma":[0.004462422,0.006062646,0.001788515,0.008175964,0.03129936,0.000223727,0.005068227,0.000511914,0.9424071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5775976,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004679017265938645,"score_gpt":0.2704547104781261,"score_spread":0.2657756932121874,"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."}}