{"id":"W4394389940","doi":"10.6084/m9.figshare.16807495","title":"BIOL 3250 Birdwatching dataset.pdf","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Analysis with R","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055596,0.002200197,0.001290583,0.00231465,0.0006332379,0.0020029,0.002539354,0.00192406,0.1329552],"category_scores_gemma":[0.004815716,0.0008225843,0.001329298,0.003275368,0.0004128361,0.001264727,0.001940826,0.001439175,0.1738687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039315,"about_ca_system_score_gemma":0.001362185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415528,"about_ca_topic_score_gemma":0.02869835,"domain_scores_codex":[0.9993097,0.0000961373,0.00008212503,0.0002435891,0.0001415796,0.0001270206],"domain_scores_gemma":[0.9983085,0.0005444913,0.0001747083,0.0004118933,0.0003719919,0.0001883626],"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":[0.00008068087,0.00002229271,0.0009947564,0.0008680834,0.00003360669,0.00001831299,0.00002835029,0.0003021117,0.0001636154,0.0002644352,0.9944667,0.002757153],"study_design_scores_gemma":[0.0004316151,0.00004434769,0.007819561,0.0002640804,0.00003502755,0.00004405111,0.00006735698,0.0006880486,0.0004546896,0.001125642,0.9889824,0.00004315313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008589631,0.00002039639,0.00006197574,0.00002524962,0.00001416023,0.00001022824,0.9988286,0.0006006551,0.0003528756],"genre_scores_gemma":[0.0003885861,0.00002448281,0.0003762289,0.00004258284,0.000006526374,0.0001241027,0.9983441,0.0001867817,0.0005066581],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1329552,"threshold_uncertainty_score":0.4447794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03641659175333902,"score_gpt":0.2839152798059081,"score_spread":0.2474986880525691,"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."}}