{"id":"W4413113949","doi":"10.1111/php.70012","title":"Preface to the special issue on the <scp>XV ELAFOT</scp>/1st Lat‐<scp>ASP</scp> conference","year":2025,"lang":"en","type":"editorial","venue":"Photochemistry and Photobiology","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001418813,0.001419434,0.001162497,0.002201924,0.002506756,0.007771883,0.001525068,0.00285342,0.3571693],"category_scores_gemma":[0.004607641,0.0004224545,0.0008886458,0.001652099,0.0005751024,0.00259481,0.002313517,0.003717998,0.2226798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864173,"about_ca_system_score_gemma":0.002514475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689669,"about_ca_topic_score_gemma":0.005433294,"domain_scores_codex":[0.9988249,0.0001143578,0.00006924214,0.0001938,0.0006379625,0.0001596463],"domain_scores_gemma":[0.9952399,0.0004681605,0.0002414624,0.0002222825,0.00247788,0.001350457],"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":[0.00000951013,0.000007092115,0.00002187483,0.00005093308,9.098075e-7,0.0000105225,0.000006047175,0.00001092568,0.00006067854,0.0002047668,0.9919715,0.007645276],"study_design_scores_gemma":[0.00000407366,0.00001037547,0.000222996,0.0000698634,0.000001580416,0.00001633763,0.00002429958,0.00002036364,0.00004641964,0.0002301052,0.99935,0.000003597232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000455713,0.009870263,0.0008780259,0.0373211,0.755542,0.0002989732,0.001970246,0.0006059777,0.1930577],"genre_scores_gemma":[0.002217037,0.007891395,0.0005941917,0.008971344,0.2570435,0.000188928,0.002174498,0.0006391482,0.7202799],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3571693,"threshold_uncertainty_score":0.9169199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060212105805598,"score_gpt":0.2438775121580594,"score_spread":0.2332753911000034,"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."}}