{"id":"W2199360896","doi":"","title":"K-12 Educators’ Anxieties and Anticipations about Alberta’s Impending SuperNet","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; University of Calgary","funders":"","keywords":"Political science; Public relations; Epistemology; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003699603,0.0001537583,0.0001827167,0.000539394,0.0008191785,0.0001011283,0.000313099,0.0001431023,0.001407685],"category_scores_gemma":[0.0006385916,0.000157956,0.0000194999,0.0003619578,0.0006891431,0.0001633629,0.00009221519,0.0005120173,0.00007808614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007326627,"about_ca_system_score_gemma":0.0005112953,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001775133,"about_ca_topic_score_gemma":0.04965191,"domain_scores_codex":[0.9987651,0.0001554459,0.000197792,0.000271745,0.0002493293,0.000360655],"domain_scores_gemma":[0.9983233,0.001059044,0.00007856597,0.0002270378,0.000128984,0.0001831108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003677398,0.0001301418,0.06128551,0.000008117455,0.00001738061,2.713088e-7,0.02719536,4.627269e-7,0.00002948342,0.8968089,0.002142604,0.01237813],"study_design_scores_gemma":[0.0008133008,0.0001529658,0.167425,0.0003044823,0.00009291829,0.00001230457,0.0407263,0.0001250052,0.0003910372,0.5887029,0.200386,0.0008678123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3206097,0.0005593256,0.000004021491,0.6354651,0.0008967416,0.0001765967,0.000004645931,0.0001010176,0.04218286],"genre_scores_gemma":[0.9912087,0.001299426,0.0004934683,0.0005136353,0.0006403188,0.0001225529,0.00003437037,0.00001121976,0.005676257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6705991,"threshold_uncertainty_score":0.9995052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0466526994314576,"score_gpt":0.3210606404614822,"score_spread":0.2744079410300246,"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."}}