{"id":"W6950528567","doi":"10.5683/sp3/rjevhj","title":"Margaree 2022","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Distribution (mathematics); Work (physics); Term (time); Production (economics)","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":[],"consensus_categories":[],"category_scores_codex":[0.000938572,0.001477576,0.001241611,0.003240725,0.000623238,0.00191388,0.002134767,0.001441966,0.06878437],"category_scores_gemma":[0.005229747,0.0006651037,0.0007378641,0.006460061,0.0003220921,0.001090881,0.001497775,0.001208145,0.08752103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019723,"about_ca_system_score_gemma":0.00174309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05477085,"about_ca_topic_score_gemma":0.09999427,"domain_scores_codex":[0.9993187,0.0001138023,0.00006439017,0.0002465671,0.0001408494,0.0001156624],"domain_scores_gemma":[0.9985906,0.0003486201,0.0001960457,0.0003411005,0.0003673972,0.0001562364],"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":[0.00004137204,0.00001010345,0.001251631,0.0004580632,0.00002345343,0.0000213153,0.00003652244,0.0001922481,0.00007737103,0.0004788513,0.9953312,0.002077864],"study_design_scores_gemma":[0.0001064169,0.00001266697,0.004941214,0.0002170674,0.0000186656,0.00003443915,0.00009207276,0.0002269347,0.0001314643,0.000934992,0.9932662,0.00001778801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001127387,0.00003842803,0.00006001106,0.00002737124,0.00001105708,0.000007796489,0.9988639,0.0001453147,0.0007334756],"genre_scores_gemma":[0.0003887278,0.0000382231,0.0002887453,0.00003624551,0.000004296098,0.00006585403,0.9983267,0.00005810772,0.0007931835],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06878437,"threshold_uncertainty_score":0.2301067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780587026245379,"score_gpt":0.2863857828139181,"score_spread":0.2585799125514643,"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."}}