{"id":"W4224268029","doi":"10.29173/slw8315","title":"What's Working?","year":2022,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; School library; Rebranding; Pedagogy; Public relations; Knowledge management; Sociology; Computer science; Business; Political science; World Wide Web; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01489687,0.0006572633,0.0007699816,0.002073376,0.01363017,0.02070266,0.002144147,0.006383707,0.03661532],"category_scores_gemma":[0.03229265,0.0004096979,0.001071225,0.001686027,0.01073683,0.02019349,0.008425374,0.008687567,0.01930241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005684063,"about_ca_system_score_gemma":0.01577435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009860638,"about_ca_topic_score_gemma":0.01424444,"domain_scores_codex":[0.98353,0.008159236,0.0005535667,0.001586383,0.002850036,0.003320805],"domain_scores_gemma":[0.975614,0.004797207,0.001544426,0.001384607,0.005181557,0.01147817],"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":[0.00007406624,0.000299198,0.0190301,0.0008162168,0.00007518412,0.001632986,0.09871227,0.00005482373,0.0004064121,0.04599562,0.5484759,0.2844272],"study_design_scores_gemma":[0.00001489007,0.00007816582,0.004684999,0.001801757,0.00004223717,0.0023887,0.1408053,0.00005716105,0.0002557209,0.0194859,0.8303255,0.0000595254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01531734,0.01648224,0.003114758,0.7854327,0.01790164,0.0001097669,0.000237171,0.0003783402,0.161026],"genre_scores_gemma":[0.3238598,0.03402076,0.008622561,0.4594572,0.007102045,0.0004618917,0.0006321679,0.0005757953,0.1652677],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03661532,"threshold_uncertainty_score":0.1224904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190111305116266,"score_gpt":0.2633680188608072,"score_spread":0.2443568883491807,"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."}}