{"id":"W4398417835","doi":"10.7910/dvn/phwtp6/5mphyi","title":"blc20170623_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":[0.001729232,0.003851906,0.002736043,0.005925264,0.001426396,0.005498764,0.005670416,0.004035687,0.3522211],"category_scores_gemma":[0.011543,0.00135575,0.001982577,0.01104426,0.0009155139,0.003370908,0.003987041,0.002725749,0.4130032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002467082,"about_ca_system_score_gemma":0.003294454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03849976,"about_ca_topic_score_gemma":0.05701857,"domain_scores_codex":[0.9984275,0.0003074323,0.0001497965,0.0004785662,0.0003038972,0.0003327761],"domain_scores_gemma":[0.9957449,0.001324614,0.0003445466,0.001020394,0.001054238,0.0005112939],"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":[0.00002590012,0.000005728281,0.0001025043,0.0003583686,0.0000143838,0.000004882903,0.000009080524,0.00008659728,0.00002835258,0.000249553,0.9985821,0.0005325422],"study_design_scores_gemma":[0.000296719,0.0000168928,0.00107448,0.0003756453,0.00002885364,0.00002527187,0.00005775163,0.0002823851,0.0002030368,0.001904834,0.9956973,0.00003685745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002035185,0.00004306326,0.00002626962,0.00007368931,0.00002541854,0.000004425445,0.9988532,0.0003977572,0.0005557432],"genre_scores_gemma":[0.000156148,0.00005156203,0.0001084584,0.00008382235,0.00001342459,0.00004370432,0.9985749,0.0002131664,0.0007549022],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6477789,"threshold_uncertainty_score":0.923978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616656682082275,"score_gpt":0.2573040078554614,"score_spread":0.2311374410346387,"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."}}