{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004838533,0.00008438831,0.0001089471,0.00004819131,0.0009393618,0.0001228494,0.0003160294,0.00003620006,0.0003322822],"category_scores_gemma":[0.001251281,0.00005370866,0.00006245009,0.0004052435,0.0006484118,0.0002830045,0.00008381422,0.0001570278,0.00007794727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004659855,"about_ca_system_score_gemma":0.0003489797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007249063,"about_ca_topic_score_gemma":0.005409659,"domain_scores_codex":[0.9988133,0.0002154675,0.0002221897,0.0001388028,0.0003001966,0.0003100084],"domain_scores_gemma":[0.9988318,0.0006224856,0.00009504364,0.0002381771,0.00006537145,0.0001470944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004079134,0.0001053892,0.7359707,0.000006042193,0.00005971673,0.000001254122,0.08456605,0.000005822431,0.00003775318,0.1263735,0.04875458,0.004078467],"study_design_scores_gemma":[0.0001297223,0.000009170289,0.07176352,0.00001245822,0.000007686441,1.027749e-7,0.1425324,0.000002368237,0.000088541,0.003339683,0.782041,0.00007335813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3843558,0.008143771,0.0001254542,0.4886484,0.00275045,0.001080177,0.000008720493,0.0004474076,0.1144398],"genre_scores_gemma":[0.9751958,0.000490311,0.0005310132,0.0007146327,0.0002761977,0.00003882124,0.000002532166,0.000008398437,0.02274234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7332864,"threshold_uncertainty_score":0.7224906,"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."}}