{"id":"W133330905","doi":"","title":"Stronger, Smarter Learning Communities, Ingham Hub: a case study of Ingham State High School, Ingham State School, Halifax State School and Toobanna State School","year":2011,"lang":"en","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Key (lock); Indigenous; Political science; Public administration; Public relations; Mathematics education; Sociology; Medical education; Pedagogy; Psychology; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183528,0.0004501948,0.0005967475,0.001286921,0.02964538,0.003398295,0.001793358,0.00312182,0.007718457],"category_scores_gemma":[0.001951577,0.0007090207,0.0002651259,0.001957702,0.006548415,0.002351631,0.004699202,0.003337568,0.0003594939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01267446,"about_ca_system_score_gemma":0.01241207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2529229,"about_ca_topic_score_gemma":0.6668965,"domain_scores_codex":[0.9983412,0.000686462,0.00001889235,0.000127992,0.0001302639,0.0006951067],"domain_scores_gemma":[0.997992,0.0006192469,0.000133897,0.00008202401,0.0001774116,0.0009955062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007682323,0.0006743464,0.02465508,0.0001658481,0.00002148703,0.0219718,0.9188613,0.0004106827,0.001039558,0.01140903,0.006005603,0.01470852],"study_design_scores_gemma":[0.000006056556,0.00007243251,0.008918507,0.00006225295,0.00000806329,0.0006695032,0.9736847,0.0001519443,0.0002479538,0.0004431261,0.01571775,0.00001777293],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890947,0.0001866312,0.0003255169,0.002302424,0.00002587753,0.00008892707,0.00003343918,0.00001251336,0.007930071],"genre_scores_gemma":[0.9903935,0.0003205824,0.0006139225,0.000593706,0.00001184665,0.00009648967,0.00002665663,0.00001062336,0.007932751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2529229,"threshold_uncertainty_score":0.5029014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05776626184152051,"score_gpt":0.3011988810246199,"score_spread":0.2434326191830994,"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."}}