{"id":"W6893636333","doi":"10.5281/zenodo.3541324","title":"NPA_ref8004","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Escherichia coli; Focus (optics); Context (archaeology)","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":[0.001101737,0.002057125,0.003355023,0.009676054,0.004980289,0.0109689,0.005371913,0.005656697,0.9195452],"category_scores_gemma":[0.00737321,0.001887823,0.00228433,0.01162757,0.001325727,0.007740518,0.004652502,0.003065106,0.8657964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004783637,"about_ca_system_score_gemma":0.006629531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336214,"about_ca_topic_score_gemma":0.01218019,"domain_scores_codex":[0.9980791,0.0001020046,0.0002036922,0.0002701663,0.001090235,0.0002548008],"domain_scores_gemma":[0.9941291,0.000691838,0.0002547532,0.0006345237,0.003337379,0.0009524561],"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":[0.00004858492,0.00003167755,0.00005913887,0.0009015133,0.0000106816,0.00006689187,0.00001613934,0.00003816218,0.0002750812,0.001492243,0.9841616,0.01289822],"study_design_scores_gemma":[0.00004525488,0.00001648033,0.000614968,0.000270584,0.00001076732,0.00009324506,0.00002293128,0.00003598286,0.0002975502,0.0009981325,0.9975737,0.00002048404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004248116,0.003631241,0.00118886,0.004542279,0.04468142,0.0005696648,0.2692257,0.005700207,0.6700358],"genre_scores_gemma":[0.004470135,0.004875371,0.002449404,0.003540838,0.00612299,0.0005866472,0.2973347,0.004141575,0.6764783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08045483,"threshold_uncertainty_score":0.114759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932391923749246,"score_gpt":0.2497912459986133,"score_spread":0.2304673267611208,"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."}}