{"id":"W4398887487","doi":"10.7910/dvn/wtdt8f/kwnsdn","title":"main.R","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","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":[0.00267022,0.005205905,0.004266395,0.005852762,0.001646274,0.006808424,0.008194425,0.003302279,0.3903365],"category_scores_gemma":[0.01666316,0.001837203,0.002358178,0.008328628,0.001052234,0.003969775,0.005231744,0.00316261,0.6126564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698582,"about_ca_system_score_gemma":0.002811742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01162844,"about_ca_topic_score_gemma":0.01730095,"domain_scores_codex":[0.9980547,0.0004615468,0.0001524524,0.0007428783,0.0003257741,0.0002626689],"domain_scores_gemma":[0.995152,0.001573438,0.0003163723,0.001774049,0.0007706651,0.0004134338],"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":[0.00003679615,0.000007902036,0.0001307674,0.0005160772,0.0000380036,0.00000747366,0.00001356151,0.0001042795,0.00004288716,0.0004213931,0.9974324,0.001248372],"study_design_scores_gemma":[0.000332902,0.00002035206,0.0007617432,0.0004623166,0.00005685715,0.00004614838,0.00003655794,0.0004251272,0.0003560496,0.005424577,0.9920303,0.00004706778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005530414,0.000176787,0.0002966745,0.0001578883,0.00005434371,0.00001730443,0.9907364,0.00637407,0.002131153],"genre_scores_gemma":[0.0004762936,0.0002117997,0.0009768571,0.0002223984,0.00003059312,0.0001987215,0.9931722,0.002846703,0.001864282],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6096635,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546163293845173,"score_gpt":0.2642064133873844,"score_spread":0.2387447804489327,"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."}}