{"id":"W2970313960","doi":"10.15173/m.v1i30.1886","title":"Dr. Matthew Miller","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"History of Medicine Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Miller; Psychology; Biology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0009624134,0.0003982402,0.0003493213,0.0009222378,0.001919632,0.002100521,0.0005826085,0.002193827,0.09594195],"category_scores_gemma":[0.006340324,0.0002153412,0.0001893863,0.0003836339,0.0006438142,0.001427836,0.001562989,0.003862769,0.04979871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521038,"about_ca_system_score_gemma":0.00269883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074358,"about_ca_topic_score_gemma":0.005058443,"domain_scores_codex":[0.9990257,0.0001653071,0.0000451445,0.0002240766,0.0003887313,0.0001510237],"domain_scores_gemma":[0.9966312,0.0003316706,0.0001628968,0.00009756037,0.00112879,0.001647891],"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":[0.00001641081,0.00001069436,0.0002554583,0.00004193757,0.000001657809,0.0001525635,0.00009684681,0.00001337259,0.000103296,0.002011796,0.9581206,0.03917531],"study_design_scores_gemma":[0.000004360982,0.0000150631,0.0004210886,0.00008979291,0.000001688787,0.0008222074,0.0001969249,0.00001891595,0.00009564287,0.0006141742,0.997714,0.000006077005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003394835,0.06065023,0.001701098,0.6522213,0.071274,0.00008859174,0.0005041032,0.0005587329,0.2096073],"genre_scores_gemma":[0.03655013,0.05151084,0.001468021,0.1732448,0.0319911,0.0001073753,0.0004711265,0.000262591,0.704394],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09594195,"threshold_uncertainty_score":0.3209578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932954834726788,"score_gpt":0.2652876243676817,"score_spread":0.2159580760204138,"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."}}