{"id":"W3028337600","doi":"10.18665/sr.313269","title":"Planning, Partnering, and Piloting: A Community College Library Service Innovation Playbook","year":2020,"lang":"en","type":"report","venue":"","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Christie (Canada)","funders":"Institute of Museum and Library Services","keywords":"Business; Service innovation; Service (business); Engineering management; Knowledge management; Process management; Marketing; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00336731,0.0008006495,0.0002486541,0.001885948,0.007294438,0.004860708,0.00155397,0.00142917,0.07324948],"category_scores_gemma":[0.003000284,0.0005655082,0.0002630622,0.001506621,0.0009603249,0.00258187,0.003701528,0.002293024,0.009000629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005612349,"about_ca_system_score_gemma":0.02964183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1182766,"about_ca_topic_score_gemma":0.3099441,"domain_scores_codex":[0.998225,0.0003776956,0.0000576276,0.0001138257,0.0007480734,0.0004778251],"domain_scores_gemma":[0.994808,0.0009738492,0.00006714345,0.0001917487,0.0013935,0.002565701],"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":[0.0004629375,0.005042577,0.007527324,0.0002413946,0.00001004677,0.0007440479,0.008492194,0.001713884,0.003645811,0.01109965,0.4887898,0.4722304],"study_design_scores_gemma":[0.00009255289,0.00107787,0.007433027,0.0001034698,0.00001045242,0.0001891519,0.01743262,0.001468246,0.002920053,0.001948835,0.9672729,0.00005087495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1323799,0.001190166,0.01264447,0.02545547,0.001381508,0.006881166,0.004018153,0.002152959,0.8138962],"genre_scores_gemma":[0.09517688,0.0009867519,0.01286389,0.0009263084,0.0001484295,0.001254928,0.002265168,0.0002901484,0.8860876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1182766,"threshold_uncertainty_score":0.2450439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1509549692953376,"score_gpt":0.3681401682806631,"score_spread":0.2171851989853255,"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."}}