{"id":"W1513955845","doi":"","title":"Exploring Principals' Perceptions of Applications, Benefits, and Barriers of Alberta's SuperNet.","year":2007,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Psychology; Perception; Instructional leadership; Pedagogy; Sociology; Mathematics education; Educational leadership","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002883999,0.0001933984,0.0002313805,0.0008339857,0.003466717,0.004431869,0.0006320646,0.0006435301,0.002980771],"category_scores_gemma":[0.007780588,0.0004164447,0.0001879896,0.00113897,0.001489907,0.001050159,0.001651866,0.001363968,0.0004502733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004492571,"about_ca_system_score_gemma":0.01295838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4125467,"about_ca_topic_score_gemma":0.5518152,"domain_scores_codex":[0.9977326,0.0005363519,0.0000816186,0.0001153804,0.0008392601,0.000694791],"domain_scores_gemma":[0.9900311,0.001652517,0.001440358,0.0001799642,0.002652348,0.004043608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001923921,0.0005717573,0.4185649,0.00018103,0.00001822742,0.0011747,0.5234963,0.00009952797,0.001997691,0.001779597,0.01016626,0.04175767],"study_design_scores_gemma":[0.00001370932,0.0002019282,0.1814537,0.00008139944,0.0000133435,0.0001426945,0.799699,0.0001271487,0.0001682671,0.0001017661,0.01797183,0.00002519541],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918576,0.0002347174,0.00009235618,0.001768405,0.00002649071,0.00003578831,0.00005932725,0.000009757014,0.005915528],"genre_scores_gemma":[0.992946,0.0004935748,0.0001635115,0.000449817,0.00001156722,0.00002203038,0.00005128507,0.000007269851,0.005854954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5874532,"threshold_uncertainty_score":0.8202909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236812051946026,"score_gpt":0.2239909905597958,"score_spread":0.2016228700403355,"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."}}