{"id":"W4398645577","doi":"10.7910/dvn/phwtp6/3myhka","title":"blc20160731_03.txt","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":[0.001734202,0.003795175,0.002724394,0.005913866,0.00143203,0.005463165,0.005616328,0.004001407,0.3580795],"category_scores_gemma":[0.01160328,0.001355358,0.001972324,0.01112446,0.0008998806,0.003394565,0.003977926,0.002735956,0.4143243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248429,"about_ca_system_score_gemma":0.003272729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03793953,"about_ca_topic_score_gemma":0.05723321,"domain_scores_codex":[0.9984333,0.0003064289,0.0001493542,0.0004768846,0.000303269,0.000330703],"domain_scores_gemma":[0.9957164,0.001335206,0.000347645,0.001018029,0.001067645,0.0005149844],"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":[0.00002518132,0.000005720627,0.0001027678,0.0003597612,0.0000143936,0.000004725117,0.000009132787,0.00008673702,0.00002769549,0.0002568551,0.9985714,0.0005356297],"study_design_scores_gemma":[0.0002856535,0.00001632787,0.001072922,0.0003795933,0.00002836194,0.0000244922,0.00005708598,0.0002720227,0.0001968947,0.00189813,0.9957322,0.00003630263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001987612,0.00004318883,0.00002586854,0.00007422322,0.00002536447,0.000004388248,0.9988496,0.0003868451,0.0005706183],"genre_scores_gemma":[0.0001569098,0.00005243464,0.0001107032,0.00008453322,0.00001319735,0.00004388617,0.998552,0.0002172945,0.0007690281],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6419204,"threshold_uncertainty_score":0.9156216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450421665383018,"score_gpt":0.2536285410324815,"score_spread":0.2291243243786513,"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."}}