{"id":"W314270335","doi":"10.29173/slw7103","title":"The Multiple Dimensions of Principal Involvement","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Principal (computer security); Quality (philosophy); Key (lock); Psychology; Computer science; Sociology; Mathematics education; Epistemology; Computer security","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":[0.009341775,0.0003591496,0.0003489339,0.002527897,0.004703519,0.008900975,0.0009917757,0.001521843,0.006922574],"category_scores_gemma":[0.02130145,0.0003622668,0.00033603,0.001978678,0.01043888,0.007404303,0.009621731,0.002845641,0.0005435808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703141,"about_ca_system_score_gemma":0.00316554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890393,"about_ca_topic_score_gemma":0.002419673,"domain_scores_codex":[0.9766489,0.01395291,0.0009554965,0.001472203,0.004449627,0.002520833],"domain_scores_gemma":[0.968307,0.01325246,0.004863115,0.001913653,0.003415252,0.008248485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003792021,0.0005627857,0.2494934,0.0005614113,0.0001800377,0.001153572,0.1506208,0.0007346367,0.001207586,0.447979,0.01232844,0.1347991],"study_design_scores_gemma":[0.0001497513,0.0005304027,0.2720542,0.001299435,0.0001498496,0.004079346,0.1906147,0.00272855,0.0008709789,0.3027433,0.2245757,0.0002037538],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6551552,0.005126037,0.02085441,0.03181644,0.000394084,0.0001114835,0.0001788579,0.0001228001,0.2862407],"genre_scores_gemma":[0.9962483,0.0005137973,0.0008912439,0.0003254569,0.00006421572,0.00002811006,0.00002093997,0.0000100486,0.001897761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009341775,"threshold_uncertainty_score":0.04940462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08868494846798151,"score_gpt":0.3356496115229578,"score_spread":0.2469646630549763,"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."}}