{"id":"W4398532912","doi":"10.7910/dvn/8qpl75/y1tucm","title":"mea20130412_03.txt.gz","year":2021,"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":[],"category_scores_codex":[0.001467395,0.003865539,0.002483138,0.005351783,0.001540294,0.005575651,0.005493673,0.004332051,0.2900583],"category_scores_gemma":[0.01114554,0.001266881,0.002012308,0.00927301,0.0009091941,0.003206939,0.00392227,0.002696883,0.3555009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419396,"about_ca_system_score_gemma":0.002921719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0314155,"about_ca_topic_score_gemma":0.05056038,"domain_scores_codex":[0.9986663,0.0002668133,0.0001299258,0.0004328173,0.0002498284,0.0002543007],"domain_scores_gemma":[0.99643,0.001222869,0.0002634686,0.0008881752,0.0007806689,0.0004149455],"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":[0.00003260121,0.000008974956,0.0001738089,0.0004979855,0.00002143707,0.000008479234,0.000015457,0.0001246932,0.00004449806,0.0003533537,0.9980453,0.0006733416],"study_design_scores_gemma":[0.0003182892,0.00001770244,0.001183741,0.0003490011,0.00003253639,0.00002914002,0.00006917333,0.0003226461,0.0002555408,0.002071633,0.9953136,0.00003688171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003512617,0.0000517119,0.00003815685,0.00008403987,0.0000273362,0.000006030672,0.9985667,0.00055409,0.0006367197],"genre_scores_gemma":[0.0002446955,0.00006124923,0.0001704226,0.00008789283,0.00001348879,0.00006546376,0.9982587,0.0002798535,0.0008182811],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7099416,"threshold_uncertainty_score":0.9703418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306760650813425,"score_gpt":0.2581972644351238,"score_spread":0.2351296579269895,"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."}}