{"id":"W4398845478","doi":"10.7910/dvn/v1rjpf/0q2036","title":"blc20150521_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":"Mathematics","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":[0.00170869,0.003834904,0.002746824,0.005678428,0.00164315,0.005781403,0.005500845,0.004466694,0.3253207],"category_scores_gemma":[0.01102165,0.001373988,0.001981851,0.01039688,0.0009755563,0.003496033,0.004259274,0.00271375,0.3990324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271956,"about_ca_system_score_gemma":0.003211518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03783004,"about_ca_topic_score_gemma":0.05299257,"domain_scores_codex":[0.9985066,0.0002983959,0.0001322226,0.0004711454,0.0002757654,0.0003158444],"domain_scores_gemma":[0.9961144,0.001159771,0.0003109544,0.000977176,0.0009619218,0.0004756788],"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":[0.00003421073,0.000007201655,0.0001457587,0.0004416419,0.0000176231,0.000006153684,0.00001289125,0.0001004748,0.00003928576,0.0003193031,0.9983127,0.0005627496],"study_design_scores_gemma":[0.0003268848,0.00001812356,0.001178862,0.0003809682,0.00003076094,0.00002649458,0.00006743225,0.0002644015,0.0002314406,0.00191636,0.9955213,0.00003698794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002417588,0.00004811264,0.00002696335,0.00007801033,0.00002694042,0.000004572054,0.9987767,0.0004195477,0.0005950176],"genre_scores_gemma":[0.0001790414,0.00005450808,0.000110571,0.00009113816,0.00001290644,0.00004379028,0.998561,0.0002138994,0.0007332076],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6746793,"threshold_uncertainty_score":0.9623481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595873091654703,"score_gpt":0.2568577800137648,"score_spread":0.2308990490972178,"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."}}