{"id":"W7160460478","doi":"","title":"Open Science Canada","year":2020,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Open science; Citizen science; Open source","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002306299,0.00107534,0.001309942,0.002361371,0.009831495,0.01200843,0.00256767,0.004162556,0.6591758],"category_scores_gemma":[0.007263142,0.0009033456,0.0009125285,0.004192773,0.00322026,0.004511574,0.003790721,0.004565279,0.3708953],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02024142,"about_ca_system_score_gemma":0.0802312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6514825,"about_ca_topic_score_gemma":0.7919788,"domain_scores_codex":[0.9960078,0.0001292186,0.00006440786,0.0006782631,0.002601886,0.0005183613],"domain_scores_gemma":[0.9861351,0.0008289945,0.0002319099,0.001422583,0.007570527,0.003810812],"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":[0.00007367384,0.00003484782,0.0003327992,0.0001101605,0.000008265834,0.00008445177,0.00008589106,0.00009016822,0.0005073523,0.03978012,0.9237371,0.03515526],"study_design_scores_gemma":[0.000008158926,0.000004876138,0.0002584563,0.0000297794,0.000001718422,0.00001806317,0.00008268113,0.0001082548,0.000167382,0.001914266,0.9973983,0.000008109109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008219593,0.001764463,0.00270479,0.01187186,0.002024227,0.0001101586,0.01384185,0.003914429,0.9629464],"genre_scores_gemma":[0.003374168,0.001095094,0.001584717,0.001640514,0.0001022075,0.00003203558,0.005074315,0.001313338,0.9857836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9974324,"threshold_uncertainty_score":0.70114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967268352339896,"score_gpt":0.2720675415404848,"score_spread":0.2523948580170859,"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."}}