{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001706589,0.00008716134,0.0001420777,0.0003125263,0.00009943631,0.00001234631,0.0004114755,0.00004161231,0.00001265693],"category_scores_gemma":[0.00003699855,0.00009883109,0.00005827225,0.0005780041,0.00008844025,0.0004315301,0.0002165179,0.0001007453,0.000004270446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003196307,"about_ca_system_score_gemma":0.00005668647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006122417,"about_ca_topic_score_gemma":0.0005719888,"domain_scores_codex":[0.999323,0.00002262647,0.0001193075,0.0002225183,0.0001454401,0.0001671424],"domain_scores_gemma":[0.9992118,0.0001379995,0.00009025432,0.0003189047,0.00009777628,0.0001432115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001699235,0.0001342273,0.3184934,0.00009677521,0.00008768967,0.0000112241,0.009041688,0.0008924332,0.001445916,0.640795,0.00008059831,0.02890409],"study_design_scores_gemma":[0.003267734,0.001013685,0.6476255,0.0005596284,0.0003662991,0.0000528549,0.04759659,0.01655584,0.01472054,0.001102321,0.2653145,0.00182453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.931304,0.00006748257,0.06536015,0.0007419029,0.00002883124,0.00008752999,0.000004099495,0.0000436581,0.002362316],"genre_scores_gemma":[0.9840344,0.0002370684,0.01366929,0.00001047557,0.00001886243,3.553424e-7,0.000002295119,0.000005499459,0.002021766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6396927,"threshold_uncertainty_score":0.4030215,"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."}}