{"id":"W6962557096","doi":"10.17605/osf.io/nw6ze","title":"Canada students - id measured","year":2020,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Linguistic and Cultural Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Government (linguistics); Work (physics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001942531,0.0005806523,0.0004961683,0.002621443,0.006454029,0.004021537,0.001279602,0.0008028043,0.05979876],"category_scores_gemma":[0.008144284,0.0003577834,0.0004628036,0.00330449,0.001212863,0.0009088274,0.001829743,0.002160953,0.01545155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03956899,"about_ca_system_score_gemma":0.06617349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767274,"about_ca_topic_score_gemma":0.988586,"domain_scores_codex":[0.9963939,0.0002649759,0.0001041441,0.0004233024,0.00173246,0.001081167],"domain_scores_gemma":[0.9829546,0.0005705027,0.0008660915,0.0004920709,0.01191918,0.003197672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000321763,0.0009493122,0.5530369,0.000218757,0.0000447429,0.000174089,0.01215436,0.0002122515,0.0009981579,0.0111341,0.3209553,0.09980026],"study_design_scores_gemma":[0.00006630435,0.0001076906,0.6110959,0.0001451386,0.00004643096,0.00009674099,0.01504637,0.0004134264,0.001619768,0.001008644,0.3702565,0.00009717179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3642408,0.0004203775,0.001553126,0.00527972,0.0006968715,0.001547587,0.09313484,0.0004272668,0.5326995],"genre_scores_gemma":[0.5094734,0.0004747652,0.003293552,0.002463607,0.000102725,0.001423531,0.02873141,0.0001972771,0.4538398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9402012,"threshold_uncertainty_score":0.2870945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03604124656921135,"score_gpt":0.2861685468227205,"score_spread":0.2501273002535092,"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."}}