{"id":"W4408872875","doi":"10.36834/cmej.81161","title":"Mechanical Lichtenberg","year":2025,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004264107,0.001015953,0.0004564601,0.002412732,0.00342374,0.003286981,0.0007742414,0.001472552,0.3757521],"category_scores_gemma":[0.001069686,0.0003146713,0.0003792378,0.001715523,0.001241727,0.00179597,0.002976266,0.001705314,0.151193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080987,"about_ca_system_score_gemma":0.002673967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251423,"about_ca_topic_score_gemma":0.03511069,"domain_scores_codex":[0.9993099,0.00003762674,0.00002088173,0.00009432678,0.0004369208,0.0001003874],"domain_scores_gemma":[0.9996619,0.00003563432,0.00001561156,0.00005094042,0.0001340496,0.0001018536],"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":[0.00006887859,0.00005878791,0.0004352854,0.0002108095,0.000009111273,0.0002906381,0.0003946256,0.0004350449,0.003594183,0.1051807,0.5402921,0.3490299],"study_design_scores_gemma":[0.000003012319,0.00001172985,0.000390917,0.00004989415,0.000001904689,0.0001168632,0.00007643337,0.0001043715,0.0005493368,0.003808779,0.994881,0.000005883946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002286216,0.008252097,0.002882,0.005251243,0.004683841,0.00004597177,0.0006826086,0.0005562781,0.9753597],"genre_scores_gemma":[0.007134126,0.002567468,0.0008735484,0.000373004,0.0003640452,0.00002183434,0.0002502716,0.0001221776,0.9882935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3757521,"threshold_uncertainty_score":0.8904139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004653814621540019,"score_gpt":0.2723749593739327,"score_spread":0.2677211447523927,"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."}}