{"id":"W7067276810","doi":"","title":"The Library Sandbox: Testing Innovative Ideas [Invited Speaker]","year":2008,"lang":"en","type":"article","venue":"Journal of International Crisis and Risk Communication Research","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chapel; Presentation (obstetrics); Commons; Scope (computer science); Service (business); Power point; Information science; State (computer science)","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01332246,0.0006284075,0.0005535381,0.001118132,0.00719992,0.01188223,0.002651894,0.004726776,0.03083373],"category_scores_gemma":[0.03487554,0.0003986485,0.0006966635,0.001545818,0.004977556,0.008246129,0.006377745,0.004342935,0.00624927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004076117,"about_ca_system_score_gemma":0.005144004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752482,"about_ca_topic_score_gemma":0.006715832,"domain_scores_codex":[0.9936624,0.003987449,0.0001207191,0.0002635637,0.001375899,0.0005900657],"domain_scores_gemma":[0.9815231,0.01202769,0.0003888905,0.001088349,0.002912378,0.002059537],"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":[0.0004519075,0.0009702989,0.001960478,0.0004972229,0.00003730741,0.0008022935,0.03714897,0.0005635493,0.001986853,0.08047584,0.6832642,0.1918412],"study_design_scores_gemma":[0.0001325956,0.0005163325,0.001537923,0.0003332392,0.00005447093,0.0001204739,0.04141534,0.0005901066,0.002475123,0.01268077,0.9400666,0.00007703627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1139747,0.005672981,0.02874197,0.305201,0.02824945,0.002179685,0.001035575,0.003521477,0.5114232],"genre_scores_gemma":[0.5370441,0.006437986,0.03548913,0.09524078,0.006741134,0.004597142,0.001085587,0.002281771,0.3110823],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9881178,"threshold_uncertainty_score":0.1031491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046348726702702,"score_gpt":0.4128760595493283,"score_spread":0.3082411868790581,"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."}}