{"id":"W6968439689","doi":"10.5281/zenodo.3541364","title":"NPA_ref9625","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Emperipolesis; Fusible alloy; Triacetin","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001349322,0.002090938,0.003666794,0.01246552,0.004728517,0.01168588,0.005399213,0.005500271,0.9222016],"category_scores_gemma":[0.0119303,0.001559563,0.002680926,0.01541771,0.001292125,0.008366774,0.005255827,0.002825711,0.8133558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00468718,"about_ca_system_score_gemma":0.008099057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499933,"about_ca_topic_score_gemma":0.01459897,"domain_scores_codex":[0.997433,0.0001690479,0.000366924,0.0003894214,0.001329966,0.0003116744],"domain_scores_gemma":[0.9917115,0.001128059,0.0003837801,0.0007555659,0.005100299,0.0009207947],"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":[0.00004486204,0.00002170876,0.00007282904,0.00175432,0.00001623906,0.00006514403,0.00002150766,0.00004232943,0.0001700292,0.001726918,0.9826322,0.01343186],"study_design_scores_gemma":[0.0000631579,0.00001740621,0.0006919105,0.0007057187,0.00002121679,0.00009420726,0.00003491404,0.00004412412,0.0002113366,0.001555561,0.996538,0.00002248226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004800831,0.005565002,0.001223479,0.005875312,0.0427718,0.0007231965,0.3673027,0.003859712,0.5721987],"genre_scores_gemma":[0.005562531,0.007694913,0.00353133,0.004455823,0.007255132,0.001114008,0.3410982,0.00412899,0.6251591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07779837,"threshold_uncertainty_score":0.1109698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05972046262555918,"score_gpt":0.3514280013095236,"score_spread":0.2917075386839644,"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."}}