{"id":"W6961201979","doi":"10.14473/csda/ympjwd/xw9eew","title":"OM03_CHPS401.pdf","year":2024,"lang":"cs","type":"dataset","venue":"Czech Social Science Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Standards Association","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":[0.001723827,0.002890415,0.001772904,0.006435568,0.001128687,0.005423987,0.003212825,0.002573574,0.2367173],"category_scores_gemma":[0.009593551,0.001141944,0.001629555,0.01005701,0.0007522524,0.002472037,0.00387015,0.002199128,0.3305056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361789,"about_ca_system_score_gemma":0.003808487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02933714,"about_ca_topic_score_gemma":0.03334469,"domain_scores_codex":[0.9981624,0.0002618201,0.0001998657,0.0004357726,0.0004487832,0.0004912466],"domain_scores_gemma":[0.9965345,0.0007821987,0.0002501505,0.001046048,0.0009660828,0.0004210671],"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":[0.00003402928,0.00001001429,0.0001920103,0.0002401795,0.00001055171,0.000008105115,0.00001163926,0.00006434152,0.00005121491,0.0002447215,0.9979819,0.001151215],"study_design_scores_gemma":[0.0002203828,0.00001420758,0.002375231,0.0001945005,0.00001938354,0.00002897259,0.00007948805,0.0002303753,0.0003973446,0.0009316909,0.9954817,0.00002671255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005364015,0.000030286,0.00004100858,0.00005894112,0.00002751306,0.000007809186,0.9986098,0.0005138294,0.0006573024],"genre_scores_gemma":[0.0002162061,0.00004236828,0.0001687337,0.00003397281,0.00001236677,0.00005761079,0.9981804,0.0002340413,0.001054273],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7632827,"threshold_uncertainty_score":0.7918983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06212580977156005,"score_gpt":0.38985262324203,"score_spread":0.3277268134704699,"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."}}