{"id":"W4252747333","doi":"10.29173/slw7098","title":"An International Study on Principal Influence and Information Services in Schools: Synergy in Theme and Methods","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Information literacy; School library; Pedagogy; Demographics; Perception; Psychology; Professional development; Theme (computing); Literacy; Medical education; Sociology; Political science; Public relations; Library science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01544874,0.0002879331,0.0005897982,0.004760312,0.008329104,0.005546868,0.0007253319,0.0007597347,0.007879979],"category_scores_gemma":[0.0175582,0.0006229806,0.0004695783,0.006155684,0.004077751,0.003424861,0.005461224,0.001802247,0.000702396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006428465,"about_ca_system_score_gemma":0.01296689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01943673,"about_ca_topic_score_gemma":0.03441624,"domain_scores_codex":[0.9812212,0.01401191,0.0007592762,0.000931001,0.001170759,0.001905943],"domain_scores_gemma":[0.9746697,0.01374313,0.003247297,0.001154977,0.003557334,0.003627562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002851348,0.001134843,0.3274127,0.000650386,0.00004469532,0.0003929572,0.5913122,0.00005968735,0.0004220355,0.008014726,0.003415778,0.06685481],"study_design_scores_gemma":[0.00004676946,0.0003724836,0.2249659,0.0006126352,0.0000747798,0.0002092956,0.7339803,0.00008359476,0.0004709568,0.0004591486,0.03870104,0.00002313221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966215,0.001969405,0.0009052159,0.001813842,0.0000983187,0.0003898703,0.0001486054,0.00002334966,0.02843645],"genre_scores_gemma":[0.9928203,0.001357055,0.0006741005,0.0003719638,0.00004170219,0.0002116403,0.00005761223,0.0000145751,0.004451184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01943673,"threshold_uncertainty_score":0.0817017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01275836781939635,"score_gpt":0.3096171890139525,"score_spread":0.2968588211945562,"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."}}