{"id":"W4291920202","doi":"10.55504/2689-7296.1009","title":"Citizen Science, Fall/Winter 2016, Issue 33","year":2019,"lang":"en","type":"article","venue":"Sustain","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"David R. Atkinson Center for a Sustainable Future , Cornell University; National Science Foundation","keywords":"Meteorology; Environmental science; Political science; History; Geography","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01323666,0.001187797,0.0006230355,0.002715432,0.008396772,0.01410708,0.002649629,0.007080615,0.2116386],"category_scores_gemma":[0.03211335,0.0006305487,0.001120591,0.003612143,0.004280142,0.01170344,0.008241775,0.004973118,0.1163164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031113,"about_ca_system_score_gemma":0.01328037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174415,"about_ca_topic_score_gemma":0.0323767,"domain_scores_codex":[0.992245,0.002636244,0.0004915806,0.0009300211,0.00292549,0.0007715413],"domain_scores_gemma":[0.9881881,0.002636809,0.0005220606,0.001792786,0.004595771,0.002264402],"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":[0.00002161627,0.0000392082,0.0003282495,0.0001302226,0.000003434699,0.00004610384,0.0004630793,0.0000229839,0.00008050473,0.00537382,0.962387,0.03110386],"study_design_scores_gemma":[0.000003950324,0.000005459402,0.0003268005,0.0002402833,0.000001205342,0.00003129734,0.0005279179,0.00002121824,0.0000382774,0.001356509,0.9974422,0.000004917561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003398863,0.01346729,0.004719178,0.2916805,0.06207306,0.0008282094,0.002670303,0.001942355,0.6192202],"genre_scores_gemma":[0.01957462,0.01211685,0.005207675,0.06165765,0.01209816,0.000652282,0.004046496,0.001836281,0.88281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9973504,"threshold_uncertainty_score":0.7080017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006745899925351206,"score_gpt":0.2797384555546867,"score_spread":0.2729925556293356,"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."}}