{"id":"W7025080773","doi":"","title":"UA51/1 Collections & Connections","year":2003,"lang":"en","type":"article","venue":"TopSCHOLAR (Western Kentucky University)","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quilt; Presentation (obstetrics); Traverse; Library classification; National library","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00104545,0.0007819068,0.0006935519,0.003161967,0.007833047,0.0106105,0.001511614,0.002129082,0.903806],"category_scores_gemma":[0.00541801,0.000853105,0.0004077348,0.004100805,0.0007547534,0.00352399,0.004385948,0.001916151,0.8088318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552375,"about_ca_system_score_gemma":0.004228946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02562567,"about_ca_topic_score_gemma":0.06452064,"domain_scores_codex":[0.9985499,0.0001180529,0.00007306591,0.0002359399,0.0007768704,0.0002461883],"domain_scores_gemma":[0.9948772,0.0002646167,0.0001720159,0.0007205539,0.002707454,0.001258285],"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":[0.00001108072,0.00001300687,0.00006414092,0.00002428365,4.655709e-7,0.00002088743,0.00003773009,0.000004120438,0.00005439085,0.0009101464,0.9822012,0.01665861],"study_design_scores_gemma":[0.000001762157,0.000002405227,0.0001319889,0.000012735,3.242275e-7,0.00001041063,0.0000270483,0.000005509522,0.00003776953,0.00006931864,0.9996986,0.000002084908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000246114,0.0002568198,0.0001967497,0.0009094976,0.0007851964,0.0001130237,0.003803281,0.002099875,0.9915895],"genre_scores_gemma":[0.0008389608,0.0001168866,0.0001673522,0.0002492066,0.0001164942,0.0000478037,0.001561146,0.0005293359,0.9963729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.903806,"threshold_uncertainty_score":0.1372091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728331891611653,"score_gpt":0.1868583890257847,"score_spread":0.1695750701096682,"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."}}