{"id":"W3112077068","doi":"","title":"Moving Towards JMDA Volume 14","year":2020,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Meaning (existential); Volume (thermodynamics); History; Competence (human resources); Environmental ethics; Psychology; Epistemology; Social psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01424607,0.0007525822,0.0007377948,0.00363716,0.004102818,0.02099882,0.002881533,0.006317719,0.1547309],"category_scores_gemma":[0.02298815,0.0005934227,0.001236195,0.001611977,0.00413558,0.009280526,0.009668112,0.008620404,0.06590978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009014302,"about_ca_system_score_gemma":0.01827186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0089028,"about_ca_topic_score_gemma":0.01813062,"domain_scores_codex":[0.9910204,0.001413815,0.0006163944,0.001023066,0.004697289,0.00122897],"domain_scores_gemma":[0.976351,0.001950086,0.0008722119,0.002897643,0.009634198,0.008294859],"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":[0.00001004021,0.00002439039,0.0001446883,0.00006212932,0.00000283187,0.00002954283,0.0001823928,0.0000363587,0.0001908555,0.03493375,0.9396418,0.02474121],"study_design_scores_gemma":[0.000001246225,0.000005485617,0.0001570683,0.00004150268,7.883466e-7,0.00002142774,0.00005464046,0.00001591506,0.00003801377,0.001549586,0.9981112,0.000003099708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002342368,0.01001793,0.007246341,0.3687534,0.2566913,0.0002156485,0.001235066,0.002482552,0.3510153],"genre_scores_gemma":[0.01670856,0.005146299,0.009846873,0.08716391,0.06290825,0.0002161976,0.001342691,0.001861579,0.8148058],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1547309,"threshold_uncertainty_score":0.5176264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007248733966683351,"score_gpt":0.1821142045207083,"score_spread":0.174865470554025,"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."}}