{"id":"W1516811168","doi":"","title":"Entrepreneurship and Educational Leadership Development: Canadian and Australian Perspectives.","year":2008,"lang":"en","type":"article","venue":"","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Educational leadership; Sociology; Instructional leadership; Leadership development; Pedagogy; Leadership style; Psychology; Management; Political science; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001618104,0.00005056055,0.00005131966,0.00008984369,0.000651727,0.00004650129,0.00004993896,0.0000457029,0.001087453],"category_scores_gemma":[0.0001008454,0.00005091395,0.000007792481,0.0001061475,0.0002326244,0.0001042365,0.000004288867,0.00004368521,0.0000473631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117715,"about_ca_system_score_gemma":0.001669997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3115705,"about_ca_topic_score_gemma":0.4136596,"domain_scores_codex":[0.9994188,0.00005514871,0.0000753633,0.0001385049,0.00009914181,0.0002130187],"domain_scores_gemma":[0.9994468,0.00005515918,0.00002596608,0.00004738102,0.00005000514,0.0003746951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.119939e-7,0.000008788296,0.5179116,0.000004093139,0.000005091653,4.633068e-7,0.3698216,3.058464e-8,0.00000218778,0.09887871,0.0129213,0.0004456956],"study_design_scores_gemma":[0.00004633582,0.000002185517,0.5685143,0.000005205214,0.000001170818,0.000008813414,0.1465087,5.703219e-8,0.000008850071,0.0002010418,0.2846276,0.00007581239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8231778,0.0002813734,4.161999e-7,0.07521315,0.000103312,0.00009406972,0.000001467215,0.00001411582,0.1011143],"genre_scores_gemma":[0.9042875,0.00005177203,0.0001747813,0.0003864043,0.0002502084,0.000006917631,0.00000181176,0.000002927581,0.09483774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2717063,"threshold_uncertainty_score":0.9998257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620513813308709,"score_gpt":0.3446896320795246,"score_spread":0.1826382507486537,"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."}}