{"id":"W4398902920","doi":"10.7910/dvn/v1rjpf/bc9a1l","title":"blc20160622_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":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001679568,0.003857641,0.00266347,0.00559369,0.001581363,0.005628514,0.005516673,0.004340424,0.3004082],"category_scores_gemma":[0.01100198,0.001327323,0.002019701,0.01021305,0.0009612417,0.003268143,0.004151797,0.002755796,0.3845957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640283,"about_ca_system_score_gemma":0.003199722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03801469,"about_ca_topic_score_gemma":0.05630207,"domain_scores_codex":[0.9984841,0.0003033967,0.0001368733,0.0004804032,0.0002795666,0.0003156075],"domain_scores_gemma":[0.9961817,0.00111393,0.0003118376,0.0009711836,0.0009513934,0.0004700531],"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":[0.00003098419,0.0000071794,0.0001352265,0.0004296501,0.00001746256,0.000005853556,0.00001204116,0.00009472982,0.00003943962,0.0002866491,0.998379,0.0005618214],"study_design_scores_gemma":[0.0003189937,0.00001830991,0.001154481,0.0003829421,0.0000318145,0.00002679818,0.00006791885,0.0002643607,0.000234673,0.001848315,0.9956146,0.00003680894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000260396,0.0000518481,0.00002783817,0.00008030536,0.00002887034,0.000004610843,0.9987963,0.0004166174,0.0005674537],"genre_scores_gemma":[0.0001757992,0.00005592258,0.0001167949,0.00009140562,0.00001285811,0.00004452631,0.9985494,0.00020228,0.0007510197],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6995918,"threshold_uncertainty_score":0.9978828,"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."}}