{"id":"W6889155246","doi":"10.25545/4upj00/i7o3ho","title":"makePD.m","year":2023,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","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":[0.001689679,0.006026732,0.002485497,0.005459857,0.001887591,0.005021329,0.005673953,0.004588542,0.1717252],"category_scores_gemma":[0.009414377,0.001686405,0.002587535,0.007388092,0.001026193,0.004030912,0.004241318,0.003290425,0.2912395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001902909,"about_ca_system_score_gemma":0.002629297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700148,"about_ca_topic_score_gemma":0.02606356,"domain_scores_codex":[0.998121,0.000356956,0.0001498742,0.0007162543,0.0003757839,0.0002801144],"domain_scores_gemma":[0.9971979,0.0007028642,0.0001593441,0.001136547,0.0004740593,0.0003293294],"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":[0.0000716101,0.00002204618,0.0001494056,0.0005232915,0.00002795829,0.00001325737,0.00001918434,0.0001599701,0.0001251122,0.0003472976,0.9966505,0.001890334],"study_design_scores_gemma":[0.0003684477,0.00004832524,0.000947056,0.0002508936,0.00003240782,0.00006540968,0.00007438321,0.0008528631,0.0007272284,0.001838031,0.994755,0.00003994058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.000174028,0.0001883242,0.0001761645,0.0001693384,0.0001096658,0.00002253689,0.9927418,0.004559868,0.001858195],"genre_scores_gemma":[0.0003935489,0.00009241958,0.0005290483,0.0000901241,0.0000162793,0.00007384828,0.9971684,0.0005857171,0.001050602],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.8282748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03629640699637125,"score_gpt":0.293707586867415,"score_spread":0.2574111798710437,"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."}}