{"id":"W4236781215","doi":"10.15273/dmj.vol33no1.4135","title":"Editorial","year":2005,"lang":"en","type":"editorial","venue":"Dalhousie Medical Journal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.008724332,0.001140179,0.001682335,0.0007314704,0.0006144634,0.0007263804,0.003683174,0.007820277,0.01327626],"category_scores_gemma":[0.04352954,0.0009459488,0.0008873657,0.0005410635,0.00064093,0.0004479161,0.0006170893,0.02283559,0.02174608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183552,"about_ca_system_score_gemma":0.01255091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005163272,"about_ca_topic_score_gemma":0.0001235356,"domain_scores_codex":[0.9684323,0.0008278539,0.002126208,0.0009444843,0.02573401,0.001935117],"domain_scores_gemma":[0.9894451,0.002548573,0.001498677,0.0009044559,0.001840445,0.003762778],"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":[0.0003225741,0.0003137721,0.000003077641,0.00003581444,0.0003125805,0.001193875,0.0001369232,0.000003734765,0.0000116037,0.00000576556,0.9801629,0.01749743],"study_design_scores_gemma":[0.003763052,0.0002204207,0.000002437724,0.0006207276,0.0003077118,0.0005394176,0.00001642456,0.00002813436,0.000003436945,0.0001681079,0.9933674,0.0009627441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001149384,0.0009743635,0.0001252073,0.0006232584,0.9906346,0.0001996051,0.0006723451,0.0004622629,0.006296838],"genre_scores_gemma":[0.000004588745,0.001471998,0.0003341391,0.0001717999,0.9937174,0.00001911496,0.0006611419,0.000706176,0.002913627],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03480521,"threshold_uncertainty_score":0.9992991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116911774853823,"score_gpt":0.2864980346563483,"score_spread":0.2793811228814945,"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."}}