{"id":"W7097080563","doi":"","title":"Our h&","year":2014,"lang":"en","type":"article","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Product (mathematics); Work (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001800798,0.0007344934,0.0005296183,0.001539542,0.002977053,0.005709726,0.001236315,0.001998027,0.4588832],"category_scores_gemma":[0.003362456,0.0003686554,0.0005495583,0.0005952893,0.001913503,0.001466037,0.002803932,0.00226224,0.1432238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005571584,"about_ca_system_score_gemma":0.01482133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07097697,"about_ca_topic_score_gemma":0.1700396,"domain_scores_codex":[0.9982431,0.00008252978,0.00003171679,0.0001452271,0.001113233,0.0003841029],"domain_scores_gemma":[0.9952551,0.0001490515,0.0001048305,0.0002187934,0.002329438,0.001942799],"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":[0.0001554138,0.0001318168,0.001522258,0.0001369123,0.00001175676,0.0006342429,0.0002964738,0.0000868291,0.002554653,0.003840831,0.8927544,0.09787436],"study_design_scores_gemma":[0.00002246243,0.00006193462,0.003010251,0.0000521332,0.000005029368,0.000218164,0.0001695868,0.00005981475,0.0012307,0.0003873802,0.9947706,0.00001188442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01306864,0.006903999,0.004721585,0.06506817,0.04247993,0.0005594071,0.004113345,0.002662166,0.8604228],"genre_scores_gemma":[0.01017344,0.001056851,0.0008539586,0.001451744,0.001537364,0.00003733464,0.0003532901,0.0001848956,0.9843512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5411168,"threshold_uncertainty_score":0.7718375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173189130025271,"score_gpt":0.2329467956963356,"score_spread":0.2156278826938085,"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."}}