{"id":"W2283617157","doi":"","title":"YA Q&A Collaboration","year":2010,"lang":"en","type":"article","venue":"Young Adult Library Services","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Library science; Public relations; Work (physics); Political science; Sociology; Medical education; Management; Engineering; Medicine","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":[0.02465977,0.001279034,0.001011748,0.003737545,0.0164875,0.02990099,0.003635677,0.005340507,0.438641],"category_scores_gemma":[0.04779427,0.001125974,0.001647869,0.004360771,0.00534193,0.02038443,0.03441788,0.005182775,0.2494631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007917657,"about_ca_system_score_gemma":0.02523289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477948,"about_ca_topic_score_gemma":0.01032498,"domain_scores_codex":[0.9559967,0.02047929,0.002414328,0.004837995,0.01115654,0.00511508],"domain_scores_gemma":[0.9416342,0.006768602,0.002517547,0.01101721,0.02209909,0.01596334],"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":[0.00006601564,0.00005261731,0.0005022393,0.0002546034,0.00002008408,0.0001560554,0.002299599,0.00006819305,0.0003144982,0.04768403,0.8778411,0.07074104],"study_design_scores_gemma":[0.000009933419,0.00001472724,0.0001890493,0.00009280097,0.000002633744,0.00007964485,0.001222965,0.00005989579,0.00005207286,0.00581135,0.9924526,0.00001245019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00193015,0.00179648,0.02189416,0.04432544,0.01113632,0.0006588931,0.0009369749,0.00529634,0.9120253],"genre_scores_gemma":[0.0405914,0.001657394,0.01848915,0.01478026,0.002143497,0.001033201,0.001299338,0.003694985,0.9163108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.438641,"threshold_uncertainty_score":0.8007106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005614840251155893,"score_gpt":0.2575177357634161,"score_spread":0.2519028955122602,"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."}}