{"id":"W53488582","doi":"10.55016/ojs/ajer.v50i1.55042","title":"The Framework and Measure of Effective School Visioning Strategy (MCP-FIV)","year":2003,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Education and Communication Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Psychology; Mathematics education; Computer science; Data mining","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":[0.004517276,0.0005838188,0.0004593307,0.008249823,0.001529045,0.00251795,0.001514951,0.001278639,0.005142791],"category_scores_gemma":[0.02179264,0.0003309973,0.0007147565,0.004188928,0.002285096,0.003384301,0.002697867,0.001747473,0.0005342967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007114601,"about_ca_system_score_gemma":0.005865661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134552,"about_ca_topic_score_gemma":0.01118637,"domain_scores_codex":[0.9941005,0.002340364,0.000400223,0.0004494006,0.002169842,0.0005396064],"domain_scores_gemma":[0.9903548,0.003728732,0.002202948,0.0006617187,0.002037998,0.00101387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009364032,0.0008216441,0.2042569,0.0009077978,0.0001176693,0.0001702807,0.008787856,0.00346792,0.001344676,0.2573701,0.02349122,0.4991704],"study_design_scores_gemma":[0.00007443618,0.001378809,0.6846393,0.001212484,0.000108371,0.0008961454,0.01730091,0.01199087,0.00182683,0.1283257,0.1520509,0.0001953393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4390111,0.003904433,0.1480274,0.006190938,0.0002994079,0.007875636,0.006735994,0.001103755,0.3868514],"genre_scores_gemma":[0.8435996,0.0004623441,0.1457391,0.00025472,0.00003130157,0.005233929,0.001518393,0.0000458448,0.003114842],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01134552,"threshold_uncertainty_score":0.0516203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087892179755706,"score_gpt":0.4981967043181034,"score_spread":0.3894074863425327,"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."}}