{"id":"W165872049","doi":"10.14264/158683","title":"Defining the legal contours of academic freedom of educators in their creation and utilisation of online tools and technologies in higher e-learning","year":2007,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic freedom; Autonomy; Higher education; Sociology; Articulation (sociology); State (computer science); Pedagogy; Political science; Engineering ethics; Mathematics education; Public relations; Law; Engineering; Psychology; Computer science; Politics","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":[0.01666139,0.0003168955,0.0004102038,0.00266787,0.008180807,0.01775927,0.001428337,0.006270419,0.002465976],"category_scores_gemma":[0.03207003,0.0004528711,0.0005172254,0.001960106,0.07904132,0.01948757,0.0119426,0.008597683,0.0003885855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007933158,"about_ca_system_score_gemma":0.0127828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007007787,"about_ca_topic_score_gemma":0.005124042,"domain_scores_codex":[0.9844165,0.00904236,0.0007985553,0.00105295,0.003267443,0.001422174],"domain_scores_gemma":[0.966501,0.0241513,0.003115765,0.00235041,0.00282436,0.00105713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003314373,0.000007205787,0.0002828155,0.00001075673,6.043467e-7,0.00002646997,0.01272737,0.00005896381,0.00005446478,0.983981,0.0002653181,0.002581675],"study_design_scores_gemma":[0.00001630713,0.00003037226,0.001956229,0.0008192747,0.000009463636,0.0001809003,0.02821421,0.0006170063,0.0007389396,0.8682406,0.09913252,0.00004419702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1539888,0.007251988,0.06042051,0.0654472,0.0006529641,0.0001529659,0.00007018592,0.00005864147,0.7119567],"genre_scores_gemma":[0.9822045,0.001527317,0.005080257,0.002607424,0.0002289736,0.0001253912,0.00002477887,0.00003092294,0.008170417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01775927,"threshold_uncertainty_score":0.08811492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304364265203069,"score_gpt":0.2941063936127837,"score_spread":0.271062750960753,"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."}}