{"id":"W4398889516","doi":"10.7910/dvn/v1rjpf/cgbaox","title":"blc20160603_03.txt.gz","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004722746,0.001048484,0.001056746,0.0004584859,0.0002091662,0.0003140263,0.0026308,0.0007367205,0.8090203],"category_scores_gemma":[0.00108698,0.001092766,0.000365405,0.0006542766,0.0003107068,0.0006671945,0.002025698,0.001479584,0.9996547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003459071,"about_ca_system_score_gemma":0.0005391976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006655468,"about_ca_topic_score_gemma":0.0003246721,"domain_scores_codex":[0.9950572,0.0003091288,0.000797461,0.001570949,0.0012615,0.001003794],"domain_scores_gemma":[0.9945056,0.0001470458,0.0006425651,0.003760221,0.0001546089,0.0007899016],"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":[0.0001816177,0.0001606688,0.000002051535,0.0002666179,0.0003126563,0.001192433,0.00002085404,0.00000305868,0.000173434,0.00003438068,0.997577,0.00007529773],"study_design_scores_gemma":[0.001061195,0.00009169292,0.0000123101,0.0001528688,0.0006702765,0.0000686142,0.00004672675,0.00001332289,0.00006425926,0.00002108299,0.9966283,0.001169367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001637007,1.271488e-7,0.00001140079,0.000002209963,0.001380302,0.0006938049,0.9965485,0.0005266221,0.0008353628],"genre_scores_gemma":[0.000001296448,0.0002360843,0.0004223413,0.001366733,0.001388042,0.00008198986,0.9956024,0.0002691193,0.0006319638],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1906345,"threshold_uncertainty_score":0.9991522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02425434552667604,"score_gpt":0.2539259316238788,"score_spread":0.2296715860972028,"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."}}