{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000257998,0.0002476294,0.0003599035,0.000006457142,0.0005267512,0.0006546378,0.005118555,0.0001449126,0.005929217],"category_scores_gemma":[0.0007981198,0.00008203997,0.00003787542,0.0008435689,0.0002862814,0.00006104829,0.001672463,0.0002745057,0.0001812951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001019135,"about_ca_system_score_gemma":0.0002665347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7060816,"about_ca_topic_score_gemma":0.7167774,"domain_scores_codex":[0.9973935,0.00003102009,0.0001716631,0.0006813714,0.001293585,0.0004288028],"domain_scores_gemma":[0.9992878,0.00007024119,0.0001669459,0.0001343556,0.00006770962,0.0002729386],"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":[0.000004431328,0.00002058118,0.001617615,0.000004234096,0.00002208373,0.00001563723,0.00004577987,6.230417e-8,0.0002308168,0.0008202001,0.9870714,0.01014718],"study_design_scores_gemma":[0.00003346591,0.00003869183,0.009086112,0.0001388723,0.00001276949,8.400269e-7,0.000260243,5.285229e-7,0.00003025647,0.0003754173,0.9897367,0.0002861139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008843316,0.000794088,0.000002617701,0.004536604,0.001977176,0.00086282,0.0002924677,0.0001144787,0.9905354],"genre_scores_gemma":[0.1856118,0.0002632779,0.002031063,0.0105027,0.004190756,0.00009842745,0.000088726,0.00002504406,0.7971882],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1933472,"threshold_uncertainty_score":0.9949795,"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."}}