{"id":"W6949782492","doi":"10.5281/zenodo.3542055","title":"NPA_ref11756","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Chemical Synthesis and Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Set (abstract data type); Period (music)","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":[0.00094311,0.002274327,0.003445143,0.01128073,0.004281318,0.009559955,0.004789866,0.004858452,0.9166803],"category_scores_gemma":[0.005645111,0.001731335,0.002152666,0.0143653,0.001151842,0.007476175,0.004139706,0.002507112,0.8592628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004309111,"about_ca_system_score_gemma":0.00589053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111715,"about_ca_topic_score_gemma":0.01108248,"domain_scores_codex":[0.9984183,0.00008613339,0.0002055449,0.0002408751,0.0008313532,0.0002177103],"domain_scores_gemma":[0.9958889,0.0004967251,0.0002197896,0.0004016391,0.002318125,0.000674909],"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":[0.00004736747,0.00003242783,0.00007027596,0.001234289,0.00001229183,0.00009186813,0.00002111567,0.00004159062,0.0004162278,0.001897656,0.9770131,0.01912192],"study_design_scores_gemma":[0.00004395365,0.00001502601,0.0006542399,0.0003420526,0.00001434029,0.0001308143,0.00002701045,0.00004095869,0.0003635515,0.001025526,0.9973225,0.00002003769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005555126,0.005651104,0.001329283,0.004321088,0.02979055,0.0005753908,0.3027477,0.003988899,0.6510406],"genre_scores_gemma":[0.004697978,0.006832095,0.002577154,0.002400284,0.004188907,0.0006729307,0.3175809,0.00286156,0.658188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08331966,"threshold_uncertainty_score":0.1188453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267317190327078,"score_gpt":0.2185695268206649,"score_spread":0.2058963549173942,"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."}}