{"id":"W6906297820","doi":"10.17605/osf.io/5whpe","title":"Oreo Stuf-ness","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.003696888,0.0006781918,0.001072356,0.002161104,0.003227431,0.006737569,0.001194714,0.002816833,0.0980536],"category_scores_gemma":[0.02593994,0.0004549547,0.0009516499,0.001548235,0.004798138,0.01131869,0.004307937,0.003109979,0.02046449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001978071,"about_ca_system_score_gemma":0.001389432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309375,"about_ca_topic_score_gemma":0.003688978,"domain_scores_codex":[0.9953242,0.0009461688,0.0002437487,0.001086767,0.00156627,0.0008328255],"domain_scores_gemma":[0.9893674,0.002777786,0.0007894949,0.002846368,0.003080483,0.001138371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006515801,0.000146731,0.009396494,0.000364387,0.00008275956,0.001550889,0.004293796,0.000524328,0.002646074,0.5705166,0.2272717,0.1825548],"study_design_scores_gemma":[0.00003270826,0.00007152346,0.004245759,0.0002572409,0.00003811247,0.001899801,0.003659089,0.001253536,0.00148789,0.2409544,0.7460154,0.00008457524],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07600942,0.003446762,0.04739165,0.0711593,0.01099206,0.0001029408,0.003078475,0.001958637,0.7858607],"genre_scores_gemma":[0.6141927,0.001849091,0.01827195,0.01367403,0.003554167,0.0001207254,0.00364681,0.004344951,0.3403456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0980536,"threshold_uncertainty_score":0.328022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765207005771167,"score_gpt":0.2106647594653724,"score_spread":0.1930126894076608,"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."}}