{"id":"W7019874496","doi":"","title":"Implementing an Assessment Program in Response to Stakeholder Need","year":2019,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Stakeholder; Key (lock); Program evaluation; Stakeholder analysis","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":[0.0432236,0.0007276977,0.0003887671,0.002993841,0.008598829,0.006866795,0.002437368,0.003109585,0.01854227],"category_scores_gemma":[0.04681273,0.0005935172,0.0006160326,0.001710164,0.001867593,0.004161578,0.008276019,0.004204154,0.006386369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007609372,"about_ca_system_score_gemma":0.07754856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02219656,"about_ca_topic_score_gemma":0.0709033,"domain_scores_codex":[0.978389,0.01160709,0.001001834,0.0009862288,0.005551761,0.002464091],"domain_scores_gemma":[0.9458534,0.008277501,0.002432673,0.003579674,0.02879084,0.01106592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002261019,0.007579713,0.0190376,0.0007352148,0.0000499838,0.001617499,0.03345819,0.004590509,0.01194821,0.03220891,0.2486202,0.6399279],"study_design_scores_gemma":[0.0003803831,0.003204362,0.05687154,0.00119573,0.00006844249,0.000799832,0.1151717,0.01908401,0.009539727,0.03416399,0.7590981,0.0004221092],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1373574,0.0001505166,0.2768275,0.1147715,0.002023367,0.06734694,0.0007004743,0.008534899,0.3922875],"genre_scores_gemma":[0.3725157,0.0002773936,0.4467009,0.0151611,0.0002763014,0.02752761,0.0007457776,0.0004504614,0.1363449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0432236,"threshold_uncertainty_score":0.228591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718168378503975,"score_gpt":0.3046112174842158,"score_spread":0.2674295336991761,"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."}}