{"id":"W6906401161","doi":"10.17605/osf.io/fh8we","title":"Molybdenum, aluminum, and Mo/TOC data from Lower Jurassic mudrocks in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outcrop; Drill; Tributary; Core (optical fiber); Sedimentary rock; Drill hole","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":[],"consensus_categories":[],"category_scores_codex":[0.0002386052,0.0003816514,0.0002996355,0.005640876,0.002070716,0.0008746414,0.0008642034,0.0002285995,0.003836077],"category_scores_gemma":[0.0005781794,0.0002735795,0.0002191648,0.007583537,0.0005338437,0.0001909861,0.000485463,0.0002710226,0.0005327929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01700255,"about_ca_system_score_gemma":0.01814721,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968739,"about_ca_topic_score_gemma":0.9990324,"domain_scores_codex":[0.9996482,0.000009851814,0.0000183259,0.00005472476,0.0001642702,0.0001046385],"domain_scores_gemma":[0.9990877,0.0000368749,0.00006560955,0.00001621022,0.0006501196,0.0001434655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004192099,0.00005697333,0.8990713,0.0003564975,0.0001166126,0.0005594126,0.002376459,0.00359672,0.007409395,0.0008255469,0.01188785,0.07332406],"study_design_scores_gemma":[0.000009647396,0.00001072256,0.9901327,0.00004222579,0.0000215879,0.0000388733,0.0009730349,0.000553584,0.0007721558,0.00005273987,0.007380367,0.00001242484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523817,0.001072014,0.0005037661,0.0002247044,0.00001355417,0.00003867623,0.02949802,0.0001750769,0.0160926],"genre_scores_gemma":[0.9737516,0.0007870661,0.001127683,0.00007104062,0.000005956691,0.0000194404,0.01360535,0.00002701896,0.01060482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01700255,"threshold_uncertainty_score":0.1233627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581268234980304,"score_gpt":0.2579087396149511,"score_spread":0.2420960572651481,"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."}}