{"id":"W4398496479","doi":"10.7910/dvn/e4tlzv/u1fjld","title":"AddFile4_DataMatrices.rar","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","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":[0.002362984,0.002562775,0.001898132,0.004470404,0.001288749,0.003645687,0.003709755,0.001757673,0.581331],"category_scores_gemma":[0.01174405,0.001377286,0.001580598,0.007069898,0.0006938421,0.002968581,0.003360625,0.002024313,0.403178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762491,"about_ca_system_score_gemma":0.00259017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0119188,"about_ca_topic_score_gemma":0.02255655,"domain_scores_codex":[0.9985443,0.0002136663,0.0001549218,0.0004864265,0.0003067852,0.0002939402],"domain_scores_gemma":[0.994597,0.002182833,0.0004243896,0.001056914,0.001226079,0.0005128896],"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":[0.00005325478,0.00001586437,0.0005574675,0.0007862452,0.00002503752,0.00001157317,0.0000289279,0.0001280413,0.0001230557,0.0003986766,0.9960793,0.001792439],"study_design_scores_gemma":[0.0003493103,0.00002072047,0.002734972,0.0002905458,0.0000367971,0.00003867971,0.00007121347,0.0002090557,0.0005268177,0.002050309,0.9936261,0.00004550118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003302818,0.00000973691,0.00007576077,0.00002322128,0.00001130869,0.00001095507,0.9987757,0.000524753,0.0005356141],"genre_scores_gemma":[0.0003721354,0.00002867359,0.0006353726,0.00008339094,0.00001076495,0.0001781565,0.9963055,0.0009374827,0.00144853],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.418669,"threshold_uncertainty_score":0.5971805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152205895783649,"score_gpt":0.2220646802300532,"score_spread":0.2005426212722167,"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."}}