{"id":"W6908822803","doi":"10.34820/fk2/mtquwm/ynvwoq","title":"FOTO SURVEY.docx.pdf","year":2022,"lang":"id","type":"dataset","venue":"Telkom University","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital","funders":"","keywords":"Period (music); Action (physics); Paraphernalia","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002452541,0.001341798,0.001524073,0.001452049,0.002191027,0.0001436664,0.004745305,0.0008464594,0.6761679],"category_scores_gemma":[0.0003697944,0.001974688,0.0006812172,0.003360152,0.0007662709,0.0006195767,0.005888184,0.003171378,0.1793798],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005732633,"about_ca_system_score_gemma":0.001542519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02908014,"about_ca_topic_score_gemma":0.02287016,"domain_scores_codex":[0.9891819,0.004644926,0.0005284096,0.002208317,0.001843647,0.001592822],"domain_scores_gemma":[0.9934585,0.0009011912,0.001050017,0.003358654,0.0003888605,0.0008427887],"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":[0.001349899,0.001020879,0.002365368,0.000146744,0.0007088745,0.003943016,0.0001566017,0.00002889788,0.00001856635,0.00007792712,0.9901173,0.00006589053],"study_design_scores_gemma":[0.002204466,0.0003651626,0.02512342,0.00004219372,0.0008694845,0.00005744107,0.001116532,0.00001356149,0.000009370878,0.000007491378,0.9683493,0.001841584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003870791,0.000142141,0.000007799562,0.00005370193,0.001416459,0.001114705,0.9833647,0.0003461532,0.009683564],"genre_scores_gemma":[0.0002704766,0.0005125365,0.00003079157,0.000121893,0.0001408445,0.000001502478,0.9037705,0.0001802657,0.09497118],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4967881,"threshold_uncertainty_score":0.9999333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02568820930535437,"score_gpt":0.2243473346050454,"score_spread":0.1986591252996911,"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."}}