{"id":"W2000241816","doi":"10.5860/rusq.47n4.307","title":"It Almost Takes a Village","year":2008,"lang":"en","type":"article","venue":"Reference & User Services Quarterly","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002108411,0.00111312,0.001202491,0.001184472,0.01606366,0.0166504,0.001849395,0.003581291,0.1617573],"category_scores_gemma":[0.01024567,0.0007032389,0.000762076,0.001137075,0.006595246,0.01145889,0.01247059,0.009541573,0.1271018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643153,"about_ca_system_score_gemma":0.005339737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009460344,"about_ca_topic_score_gemma":0.01308465,"domain_scores_codex":[0.996878,0.0005956865,0.0001035145,0.0007497151,0.001064609,0.000608368],"domain_scores_gemma":[0.9923968,0.0005432403,0.0003543671,0.001355274,0.001920922,0.00342949],"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":[0.00006491204,0.0000657311,0.0005163891,0.0001291738,0.00002870935,0.0005258441,0.003739412,0.00005101486,0.0005418954,0.0280211,0.9247613,0.04155443],"study_design_scores_gemma":[0.000006041998,0.00002005239,0.0002340342,0.0000842328,0.000004134258,0.0001482314,0.003186967,0.00001480401,0.00005117043,0.003510338,0.9927248,0.00001518026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009385127,0.00660231,0.008269961,0.2231022,0.08168013,0.000253737,0.001297364,0.003852034,0.6655573],"genre_scores_gemma":[0.0478521,0.002997675,0.002879544,0.06524748,0.005494942,0.0001631465,0.0006508245,0.00212162,0.8725927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1617573,"threshold_uncertainty_score":0.5411321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902317219152816,"score_gpt":0.2829808023928573,"score_spread":0.2539576302013291,"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."}}