{"id":"W4287705671","doi":"10.5281/zenodo.3959492","title":"NPA_ref_20200724_2","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Geology","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":[0.001095192,0.001811712,0.002468575,0.01029171,0.002967076,0.007075779,0.003376635,0.002929337,0.7243084],"category_scores_gemma":[0.004663974,0.0009844758,0.001591028,0.01499594,0.001173682,0.005354899,0.004032863,0.002559911,0.7234429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342716,"about_ca_system_score_gemma":0.005862267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02973135,"about_ca_topic_score_gemma":0.02213116,"domain_scores_codex":[0.9984729,0.00008024774,0.0001402847,0.0002989663,0.0007772914,0.00023037],"domain_scores_gemma":[0.9968114,0.0004692248,0.0001196573,0.0004952364,0.001767098,0.0003372593],"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":[0.00003770744,0.00001254269,0.00008951831,0.0005640801,0.000009203174,0.00003655887,0.00002841127,0.0000648553,0.0004716638,0.002449872,0.9827521,0.01348353],"study_design_scores_gemma":[0.000009685453,0.000005140859,0.0003851646,0.0001087509,0.000009055228,0.00003333523,0.00002249119,0.00003299531,0.0002603664,0.001091157,0.9980318,0.00001015595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0004982543,0.00169248,0.002363699,0.001408127,0.01229804,0.0001690659,0.6484388,0.005707819,0.3274238],"genre_scores_gemma":[0.003495583,0.003527452,0.003783568,0.001254497,0.00132633,0.000383979,0.723982,0.005749175,0.2564974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2756916,"threshold_uncertainty_score":0.3932406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08174139747397215,"score_gpt":0.2238896861713796,"score_spread":0.1421482886974075,"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."}}