{"id":"W4396528153","doi":"10.36834/cmej.79215","title":"Threads of Life","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Posthumanist Ethics and Activism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001328128,0.00003222262,0.00005726028,0.0001518166,0.0002812086,0.0001142815,0.0001813517,0.0001084215,0.03234018],"category_scores_gemma":[0.008083297,0.00002860334,0.00003840816,0.0001750663,0.0002192094,0.000103528,0.000003236661,0.0004315462,0.00005380524],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700286,"about_ca_system_score_gemma":0.1578531,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05358012,"about_ca_topic_score_gemma":0.1404363,"domain_scores_codex":[0.9990675,0.00007871808,0.000136141,0.00005757425,0.0004914736,0.0001685563],"domain_scores_gemma":[0.9951193,0.0000697747,0.00002661825,0.00004422813,0.0001299709,0.004610133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.47438e-7,0.00002240463,0.0001809615,0.00001289143,0.00001562067,0.00001630425,0.01355037,1.395249e-7,0.000003259604,0.6030719,0.2465889,0.1365365],"study_design_scores_gemma":[0.0000228537,0.000007176871,0.0005060887,0.0001046171,0.000004087166,0.00001680082,0.002853964,0.00001792074,0.000001622399,0.01843024,0.9779963,0.00003835095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06021008,0.005306291,0.0001254503,0.5329432,0.009675255,0.0000899429,0.000006494365,0.00002752295,0.3916157],"genre_scores_gemma":[0.9863363,0.0003253445,0.00003781112,0.009479792,0.001705455,0.000001398226,0.000001027055,0.000004863613,0.002108013],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9261262,"threshold_uncertainty_score":0.9685444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682127404239779,"score_gpt":0.3609870822951301,"score_spread":0.3341658082527323,"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."}}