{"id":"W2777122840","doi":"10.36510/learnland.v2i1.274","title":"Free Yourself From the Role","year":2008,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Reflection (computer programming); Movement (music); Process (computing); Sociology; Epistemology; Pedagogy; Psychology; Aesthetics; Art; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001716028,0.0007182502,0.0006429379,0.0004915934,0.00495577,0.007325497,0.00108792,0.002310353,0.190093],"category_scores_gemma":[0.0102026,0.0003437906,0.0005240311,0.0002381906,0.003232563,0.005818326,0.009034562,0.005096021,0.311845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006506317,"about_ca_system_score_gemma":0.001898694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001369889,"about_ca_topic_score_gemma":0.003040478,"domain_scores_codex":[0.9982927,0.0005024474,0.00005811826,0.0002191408,0.000612901,0.000314738],"domain_scores_gemma":[0.9941903,0.0004990245,0.0002316511,0.000776295,0.001105814,0.00319687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002021048,0.00004805539,0.0001772338,0.00004738342,0.00000321139,0.0001412397,0.00549337,0.00001379434,0.0006904198,0.01689201,0.920631,0.05584207],"study_design_scores_gemma":[0.000003136016,0.000009887302,0.00008080729,0.00004264857,0.000001045728,0.0001988199,0.001832007,0.00001562835,0.00008122017,0.001373887,0.9963546,0.000006403514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003833622,0.002107129,0.006230823,0.07263466,0.03003509,0.0001127147,0.0001399856,0.002404692,0.8825013],"genre_scores_gemma":[0.01417359,0.0004664829,0.0009808306,0.01023444,0.001027006,0.00006002268,0.00005828565,0.0006350511,0.9723644],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.190093,"threshold_uncertainty_score":0.6359243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06531803849689893,"score_gpt":0.3181623246917965,"score_spread":0.2528442861948976,"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."}}