{"id":"W7068901179","doi":"","title":"Tagalong Trail","year":2023,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Electronics; Quarter (Canadian coin); Girl; Event (particle physics); Quality (philosophy); Tile; Logo (programming language)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001349917,0.0003045224,0.0004083274,0.0008471545,0.0002059251,0.00006201676,0.0003475913,0.0001693998,0.00006351715],"category_scores_gemma":[0.000209683,0.0003116179,0.0002751727,0.002096249,0.0002620303,0.0002492358,0.00031942,0.0003922549,0.001418044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001879574,"about_ca_system_score_gemma":0.0001702481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062816,"about_ca_topic_score_gemma":0.00007534566,"domain_scores_codex":[0.9980975,0.00003635349,0.0002761847,0.0004491376,0.0003944206,0.0007463394],"domain_scores_gemma":[0.9984273,0.0002565589,0.00009365551,0.000590222,0.0000770058,0.0005552051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003651943,0.002466383,0.2313901,0.0006798509,0.001674937,0.02937688,0.0007558555,0.0008514308,0.009330403,0.07227831,0.1940269,0.4535169],"study_design_scores_gemma":[0.004623846,0.0006953612,0.06843936,0.0003909577,0.0003615752,0.0003237511,0.000688035,0.002366324,0.005266941,0.001017909,0.9146435,0.001182424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6350838,0.0001751383,0.006083944,0.003257419,0.0002308492,0.0008456743,0.003724586,0.004731562,0.345867],"genre_scores_gemma":[0.9907221,0.0001270238,0.0003671684,0.0002317399,0.0000517474,0.000002954541,0.00055325,0.00004838599,0.007895661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7206166,"threshold_uncertainty_score":0.9999336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02137150521294351,"score_gpt":0.2336210681907332,"score_spread":0.2122495629777897,"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."}}