{"id":"W4410363162","doi":"10.4103/cjrm.cjrm_10_25","title":"Reimagination","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005857395,0.00008323899,0.0002125181,0.001068716,0.00007634961,0.00001367201,0.0002199059,0.00003449874,0.0007225608],"category_scores_gemma":[0.001061928,0.00006335936,0.00003920902,0.0006012861,0.0002220479,0.0001721131,0.000003292058,0.0002510645,0.0001011881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004384228,"about_ca_system_score_gemma":0.001400521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008474239,"about_ca_topic_score_gemma":0.01962696,"domain_scores_codex":[0.9991476,0.00004935559,0.000353666,0.00003995898,0.0001877212,0.0002217158],"domain_scores_gemma":[0.9986247,0.00005232598,0.0001792589,0.0001162847,0.0004899374,0.0005374484],"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":[0.00003109137,0.000004642715,0.02020285,0.00001922579,0.00007416616,0.0002898255,0.0006857694,0.00001839977,0.005000697,0.01373219,0.9276505,0.0322906],"study_design_scores_gemma":[0.003812114,0.0004207744,0.1316194,0.002462521,0.0002480112,0.000796595,0.003978151,0.0001080864,0.0008722795,0.01627473,0.8392045,0.0002028899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5627149,0.01875494,0.0009762946,0.2531694,0.007824992,0.000284931,0.00002366583,0.00003568564,0.1562152],"genre_scores_gemma":[0.9960323,0.00001604424,0.00008557216,0.001271938,0.0004169505,4.574017e-7,0.00000342953,0.00001221018,0.002161094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4333174,"threshold_uncertainty_score":0.9982623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008737354045705168,"score_gpt":0.2741872838937875,"score_spread":0.2654499298480824,"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."}}